Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Joe Sandman advises global financial institutions and multinational corporate clients on economic sanctions and anti-money laundering (AML) laws and regulations. Mr. Sandman has extensive experience assisting clients with complex, cross-border economic sanctions and AML compliance and enforcement matters, including those involving the Office of Foreign Assets Control, the Financial Crimes Enforcement Network, the Board of Governors of the Federal Reserve System and the U.S. Department of Justice. He also has conducted economic sanctions and AML-related diligence for significant corporate mergers and acquisitions in the Americas, Europe and Asia, as well as advised on economic sanctions and AML-related considerations in capital markets transactions. Additionally, he has advised on cross-border investment matters, including reviews by the Committee on Foreign Investment in the United States. In recognition of his work, Mr. Sandman was named one of Best Lawyers’ 2024 Ones To Watch in America. Mr. Sandman maintains an active pro bono practice, focused on housing matters in the District of Columbia. He also serves as a reserve officer in the U.S. Army Judge Advocate General’s Corps.
Listed Practice Areas: Anti-Money Laundering, National Security, Financial Institutions, Economic Sanctions, Anti-Money Laundering Enforcement, Economic Sanctions Enforcement
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Kristie advises companies dealing with sensitive and high-stakes commercial and employment matters, including complex litigation. Kristie Beaudoin leads litigation teams across the country in state and federal courts in complex commercial disputes—including antitrust, product liability, and contract claims—as well as employment-related litigation. She also represents employers in arbitration and before administrative agencies, including the U.S. Equal Employment Opportunity Commission, the National Labor Relations Board, and state employment agencies. Kristie is particularly skilled at shepherding a case through the discovery process with an eye toward resolution before trial, and she has secured complete dismissals for multiple clients at the dispositive motion stage. In addition to her litigation practice, Kristie counsels clients on employment-related matters, including employee classification, restrictive covenants, leaves of absence, and risk mitigation. She also regularly conducts internal investigations, often in collaboration with lawyers in the firm’s White Collar & Investigations practice. Clients ranging from major tech companies and Fortune 500 corporations to family offices and startups trust Kristie to handle sensitive issues with strategic insight and practical judgment. On multiple occasions, Kristie has been seconded to clients with intensive, short-term employment and/or litigation needs. As a result of these secondments, Kristie has a firsthand appreciation for the diverse responsibilities and priorities of in-house legal departments. These experiences guide Kristie's efforts to help her clients develop practical and effective strategies for both addressing and preventing legal issues. Kristie maintains a robust pro bono practice focused on improving access to healthcare and protecting the constitutional and legal rights of vulnerable members of society. Her background includes substantial litigation and advocacy in areas where legal protections are rapidly evolving and often contested. Kristie was recently awarded the J. Shan Mullin Award for her dedicated pro bono work in the Phoenix community.
Listed Practice Areas: Labor & Employment, Litigation, Business Litigation, White Collar & Investigations
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Katrina collaborates closely with clients on leasing, acquisitions, and development, focusing on clear paths through complex real estate matters. For more than a decade, Katrina has helped publicly traded companies and startups navigate the real estate issues that shape their businesses. She advises clients on commercial leasing for both landlords and tenants, real estate acquisitions and sales, and land use and permitting matters, bringing a practical perspective to transactions at every stage. Katrina draws on her deep legal knowledge to counsel clients on commercial leasing across a broad range of asset classes, including office, retail, industrial, and life sciences. She also works closely with M&A deal teams, addressing owned and leased real estate in both asset sales and stock acquisitions to support seamless transactions. She stays closely connected to developments in commercial leasing through her service on the executive committee of the Real Property Law Section of the California Lawyers’ Association and by regularly attending industry-focused leasing events and conferences. Fluent in Russian, Katrina is also a frequent writer and speaker on commercial leasing topics.
Listed Practice Areas: Real Estate
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Julien Schickling advises domestic and foreign clients on all aspects of national and cross-border M&A and Private Equity transactions including acquisitions, dispositions, mergers, public takeovers and general corporate law matters.
Listed Practice Areas:
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Koya Choi is a staff attorney in the Corporate Department and a member of the Private Equity and Mergers & Acquisitions Groups.
Listed Practice Areas: Corporate/Transactional, Mergers & Acquisitions, Private Equity Transactions
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Kiana Shin is a corporate associate in the Houston office of Kirkland & Ellis LLP.
Listed Practice Areas: Mergers & Acquisitions, Private Equity, Transactional, Real Assets
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Michael Saalfeld is an associate in Baker McKenzie’s Munich office and a member of the firm's Information Technology Practice Group. He advises on all aspects of information technology law, including AI regulation, data law, cyber compliance and IT contract law. Before joining the firm, he worked, inter alia, as an IT law researcher at a leading global law firm, as a legal trainee in the digital policy departments of the European Commission, the Federal Chancellery of Germany and the German Ministry for Economics and Climate Action, and as a press trainee at the German Embassy to the United States of America in Washington D.C. He studied law in Germany and completed international studies in India and Japan.

Michael advises national and international clients especially from the technology, automotive & mobility and health sectors on all aspects of information technology law. His practice includes advising on AI regulation, data protection, cybersecurity legislation, cyber- and data-related incident response, platform regulation, as well as e-commerce and IT contract law.
Listed Practice Areas: Artificial Intelligence, Data, Technology, Privacy & Cybersecurity
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Lauren Lefcoe advises clients at all stages on a broad spectrum of complex strategic transactions. Lauren represents publicly traded and privately held companies on matters involving: Public and private mergers, acquisitions, and dispositions, Carve-outs, Controlling and minority investments, Redomiciliation transactions, General corporate matters. She leverages her experience to provide commercial strategic advice to clients across a range of sectors and industries, with a particular focus on the technology and life sciences sectors. Prior to joining Latham, Lauren served as a lead in-house corporate lawyer for a publicly traded Canadian software company, advising on its global M&A activities and strategic investments. She also previously practiced as a corporate associate at a major Canadian law firm. A recognized leader at the firm, Lauren previously served as a local leader of the Women Lawyers Group and on the global Recruiting Committee.
Listed Practice Areas: Mergers & Acquisitions, Artificial Intelligence
Representative Matters: Cadence Design Systems on various strategic acquisitions, including: Acquiring Hexagon AB’s Design & Engineering business for €2.7 billion, Acquiring Rambus’ SerDes and memory interface PHY IP business, Acquiring BETA CAE Systems InternationalSkydance Media on merging with Paramount to form “New Paramount” at an enterprise value of approximately US$28 billione.l.f. Beauty on various strategic acquisitions, including: Acquiring rhode, a multi-category lifestyle beauty brand founded by Hailey Bieber, for US$1 billion, Acquiring Naturium, a developer of skin care formulas and brandsNVIDIA on acquiring Run:ai labs, an Israel-based compute-management platform for AIFive9 in connection with its US$14.7 billion potential acquisition by ZoomOkta on various strategic acquisitionsPenguin Solutions on redomiciling from the Cayman Islands to the USEntrust on selling its public certificate business to Sectigo, a computer security services provider

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.


Input:
You are given three components of an attorney's profile:

- Narrative Biography: A written overview of the attorney's background and focus.
- Listed Practice Areas: Official practice areas assigned by the firm.
- Representative Matters: Bullet-point examples of the attorney's real-world legal work.

Your Task:
Select the most accurate practice specialties from the master list below, based on the attorney's actual experience. You may select multiple, but only if each is clearly supported by the narrative or matters. Only return specialty names exactly as they appear in the master list. Do not rephrase or invent new ones.

Selection Rules:
- Prioritize Representative Matters as your main evidence. If they are missing, rely only on the narrative biography or listed practice areas.
- Use the Narrative Biography secondarily.
- Listed Practice Areas should only confirm choices—not determine them.
- Prefer specific specialties (e.g., “Private Equity Transactions” over “Corporate”).
- Exclude specialties based solely on vague or ambiguous language.
- Exclude pro bono-only work.
- Do not include industries unless clearly relevant.
- Output only a plain list of specialty names—no formatting, bullets, or commentary.
- Return UNIQUE values only
- No duplicates
- Each specialty must appear only once
- If repeated, keep only one

Master List of Practice Specialties:Antitrust & Competition, Cartels, EU & Competition, State Aid, Antitrust Compliance Counseling and Training, Antitrust Litigation, Merger Investigations and Clearance, Banking & Finance, Acquisition & Leveraged Finance, Asset Finance, Aviation Finance, Rail Finance, Shipping Finance, Financial Regulation, Islamic Finance, Fintech, Distressed Debt, Mezzanine Finance, Fund Finance, Syndicated Finance, Loan Workouts and Restructurings, Capital Markets, Debt Capital Markets, IPOs and Direct Listings, Equity Capital Markets, Derivatives, High Yield, Structured Finance and Securitization, Corporate, Commercial Contracts, Corporate Governance, Emerging Companies & Venture Capital, Investment Funds and Asset Management, Hedge Funds, Private Equity Funds, Credit and Debt Funds, Venture Capital Funds, Distressed Asset Funds, Leveraged Buyout Funds, Real Estate Funds, Joint Ventures, Mergers & Acquisitions, Private Equity Transactions, Real Estate Due Diligence and Transactional Advisory, Regulatory Compliance Counseling, Investigations, and Defense, Government Investigations, Antitrust Counseling and Merger Investigations, Internal Investigations, Congressional Investigations, International Risk & Investigations, Anti-Bribery and Corruption, White Collar Defense, Securities and Futures Compliance and Enforcement, FDA Regulatory, Environmental Enforcement Defense, Healthcare and Life Sciences Regulatory, Insurance Regulatory, Consumer Protection and FTC, False Claims Act, International Trade and National Security, International Trade, Foreign Investment and National Security Reviews, CFIUS Filings, ITC Section 337 Proceedings, Export Controls, International Protection of Intellectual Property Rights, Anti-Dumping, Countervailing Duty, and Safeguard Proceedings, International Trade and Investment Negotiations and Disputes, WTO, NAFTA, Bilateral Investment Treaties, Free Trade Agreements, International Trade and Investment Policy, Ministry of Commerce (China), Directorate-General for Trade (EU), Ministry of Economy, Trade and Industry (Japan), United States Trade Representative, International Commercial Arbitration, Customs Enforcement and Rultings, Supply Chain Security Issues, Economic Sanctions, Embargoes and FCPA Compliance, Anti-Boycott Regulations, Corporate Espionage, Cybersecurity, Privacy and Data Protection, California Privacy and the California Consumer Privacy Act, Cross-Border Transfers, Cybersecurity & Risk Management, Electronic Surveillance and Law Enforcement Access, European Data Privacy and Cybersecurity, GPDR, Financial Privacy, Middle East Data Privacy and Cybersecurity, Asia-Pacific Data Privacy and Cybersecurity, HIPAA/Health Information Privacy, Security & Breach Response, Human Resources Privacy, Privacy and Cyber Legislation, National Security & Digital Crimes, Privacy & Cyber Regulatory Enforcement, Ransomware, Dispute Resolution & Litigation, Alternative Dispute Resolution, Arbitration, Securities Litigation, Class Actions, International Arbitration, Commercial Litigation, Appellate & U.S. Supreme Court, M&A Litigation, Environmental Litigation, Employment Litigation & Counseling, Insurance Litigation, Intellectual Property Litigation, Trade Secrets Litigation, Construction Litigation, Energy Diputes and Litigation, ERISA & Employee Benefits Litigation, Bankruptcy Litigation, E-Discovery, Crisis Management, Trademark, Copyright & Media Litigation, Patent Litigation, Family Law Litigation, Enforcement Issues, Immigration Litigation, and Crisis Management, Bid Protest Litigation, Government Contracts Claims, Disputes, and Other Litigation, Labor & Employment, Discrimination & Retaliation, International Employment Compliance, Labor, Non-Competes & Restrictive Covenant Litigation, Wage & Hour Disputes, Whistleblower Counseling & Defense, Workplace Compliance & Investigations, Contractors, Staffing, and Contingent Workers, Handbooks & Policies, Human Resources Advice & Counsel, International Employment Law, Immigration, Permanent Residence, Business Visas, Labor Certification, Compliance and Auditing, Arts & Entertainment Immigration, EB-5 Program, Requests for Evidence (RFE), Consular Services, Executive Compensation & Employee Benefits, ERISA & Employee Benefits Counseling, Executive Compensation, Environment, Land Use & Natural Resources, Clean Air Act, Contaminated Sites & Remediation, Environmental Crisis Management, Water Regulation, Zoning, Family Law, Divorce, Annulment, Separation, Child Custody, Child Support, Cohabitation, Contested Adoption, Cross-Border & International Family Law, Reproductive Rights & Surrogacy, Parentage & Paternity, Prenuptial & Postnuptial Agreements, Family Law Post-Judgment Modification & Enforcement, Family Law Alternative Dispute Resolution & Mediation, Family Law Appellate, Torts and Insurance, Negligence and Malpractice, Personal Injury, Product Liability, Intellectual Property, Patents, Trade Secret Litigation, Intellectual Property Appellate, Standard Essential Patents, IP Chancery & Corporate Governance, Post-Grant Proceedings, Inter Partes Review, Post-Grant Review, Ex Parte Reexamination, Supplemental Examination, Patent Prosecution, Strategic Patent Counseling & Opinions, Patent Portfolio Management, Unitary Patent & Unified Patent Court, IP Licensing, IP and Tech Transactions & Agreements, Copyright and Trademark Strategic Counseling, Registration & Opinions, Advertising & Marketing, Domain Names & Internet, TTAB Oppositions & Cancellations, Digital Millennium Copyright Act, Copyright and Trademark Transactions & Agreements, Copyrights, Trademarks, Private Client, Charitable Giving, Private Client Tax, Trusts & Estates, Projects, Energy & Infrastructure, Project Finance, Facility Acquisitions and Dispositions, Project Development, Energy Regulatory, Electric Power & Utility Regulation, Liquids Pipeline Regulation, Natural Gas Regulation, Utility Rate Regulation, Oil, Gas & Electric Regulatory Transactions, Renewables Regulation, Real Estate, Commercial Property, Construction & Engineering, Real Estate Development, Real Estate Finance, Real Estate Borrower-side Financing and Restructuring, Real Estate Lender-side Financing and Restructuring, Real Estate Investment Trusts (REITs), Real Estate Acquisitions and Dispositions, Real Estate Joint Ventures, Residential Property, Leasing, Corporate Real Estate, Co-op Boards, Real Estate Litigation, Zoning and Land Use, Title and Survey Review, Technology, Media & Telecommunications, Tax, Tax Controversy, State and Local Tax, Real Estate Tax, International Tax, Transactional Tax, Tax-Exempt Organizations, Bankruptcy & Restructuring, Creditor Representation, Debtor Reprentation, International Insolvency, Credit Opportunities, Out-of-Court Debt Restructurings and Workouts, Government Contracts, Government Contracts Accounting, Cost & Pricing, General Services Administration (GSA), Government Contracts Freedom of Information Act (FOIA), Grants, International Procurement, Suspension & Debarment, Government Contracts Transactions, Sectors and Issues, Healthcare & Life Sciences, Consumer Products, ESG, Shareholder Activism, European Union, China, Aerospace and Defense, Gaming, Climate Change, SPACs, Automotive, Digital Assets and Web3, Aviation, Russia/Ukraine, Transportation, Rail, Shipping, Outsourcing, Oil & Gas, Power, Renewables & Alternative Energy, Internet, Applications and Social Media, Open Source Software, Video Gaming & eSports, First Amendment, Hospitality, Resorts and Gaming, Media & Entertainment, Technology, Telecommunications, Sport, Maritime Litigation, Maritime Regulatory Compliance, Maritime Environmental, Maritime Finance, Maritime Transactions, Franchising, Shareholder and Fiduciary Litigation, Cannabis

Narrative Biography: Isabelle Ng is a corporate associate in the Bay Area office of Kirkland & Ellis LLP.
Listed Practice Areas: Transactional
Representative Matters:

Instruction: Classify the attorney into specialties strictly from the provided list.Return JSON only.If none match, return an empty array.Never invent or modify values.