ISABEL BUDENZ
| **AI Policy & Governance | International Law | Regulatory Affairs** |
Contact isabelbudenz@hotmail.com | +31 (0)630639949 | Fuchsstraße LinkedIn: linkedin.com/in/isabel-budenz-005017240
PROFESSIONAL SUMMARY
Legal professional specializing in AI governance and international regulatory frameworks. Combines LLM training in International Commercial Arbitration with hands-on AI implementation experience and deep expertise in the EU AI Act. Native German and Spanish speaker with C2 English, enabling primary source research and stakeholder engagement across the EU’s major jurisdictions. Seeking to contribute to responsible AI policy development at the intersection of legal analysis and technology governance.
CORE COMPETENCIES
| AI & Technology | Legal & Policy | Languages |
|---|---|---|
| EU AI Act Compliance | Regulatory Analysis | German (Native) |
| AI Governance Frameworks | Cross-border Legal Research | Spanish (Native) |
| Responsible AI Implementation | Policy Development | English (C2) |
| Legal Tech Applications | Stakeholder Engagement | French (B1) |
| Risk Assessment | International Law |
EDUCATION
University of Stockholm
LLM, International Commercial Arbitration | 2025-2026
- Focus: Cross-border dispute resolution, enforcement mechanisms, institutional frameworks
- Relevant coursework: International arbitration procedure, jurisdictional analysis, treaty interpretation
University of Groningen
LLB, International and European Law | 2022-2025
- Focus: EU regulatory frameworks, fundamental rights, cross-border legal harmonization
- Relevant coursework: EU institutional law, international trade law, human rights law
Specialized Training
| Course | Institution | Year |
|---|---|---|
| Introduction to AI and the EU AI Act | [Institution] | 2025 |
| International Law in Action: Arbitration of International Disputes | [Online/Institution] | Ongoing |
| Winter Seminar on Diplomacy | The Young Diplomat | 2024 |
PROFESSIONAL EXPERIENCE
Integrity Studio | AI Consultant
[Location] | [Dates]
AI consultancy focused on empowering mission-driven organizations through responsible AI implementation.
- [CUSTOMIZE: Add 3-4 bullet points about your specific contributions, e.g.:]
- Advised nonprofit organizations on AI adoption strategies aligned with organizational values and ethical considerations
- Conducted AI readiness assessments evaluating use cases, risks, and governance requirements
- Developed frameworks for responsible AI deployment balancing innovation with accountability
- Translated technical AI capabilities into actionable recommendations for non-technical stakeholders
- Contributed to guidance materials on AI governance for mission-driven contexts
Key Skills Developed: AI implementation strategy, stakeholder communication, governance framework design, responsible AI practices
A for Arbitration | Legal Researcher
International | 2019-2025
Legal research organization focused on international arbitration analysis and practitioner resources.
- Conducted in-depth legal research on cross-border disputes, analyzing arbitral awards and procedural developments across multiple jurisdictions
- Synthesized complex legal materials into accessible research outputs for practitioner audiences
- Monitored regulatory and institutional developments affecting international dispute resolution
- Contributed to publications and resources serving the international arbitration community
- Developed expertise in comparative legal analysis across civil and common law systems
Key Skills Developed: Legal research methodology, cross-jurisdictional analysis, policy monitoring, stakeholder communication
Clifford Chance | Antitrust Global Virtual Internship
Virtual | [Date]
Global law firm ranked among the world’s largest by revenue.
- Participated in virtual internship program focused on antitrust and competition law
- Analyzed regulatory compliance frameworks in cross-border commercial contexts
- Gained exposure to how leading firms advise multinational clients on regulatory matters
- Developed understanding of intersection between competition policy and technology markets
AI POLICY EXPERTISE
EU AI Act Knowledge
| Area | Competency |
|---|---|
| Risk Classification Framework | Understanding of prohibited, high-risk, limited risk, and minimal risk categories |
| GPAI Model Obligations | Familiarity with requirements for general-purpose AI model providers |
| Documentation & Transparency | Knowledge of technical documentation and reporting requirements |
| Enforcement & Penalties | Understanding of penalty regime (up to €35M / 7% global turnover) |
| Implementation Timeline | Current on February 2025 prohibitions, August 2025 GPAI obligations, August 2026 full application |
| Code of Practice | Awareness of voluntary framework and signatory commitments |
Broader AI Governance Frameworks
- NIST AI Risk Management Framework: Familiarity with US canonical AI governance guidance
- ISO/IEC 42001: Awareness of international AI management system standard
- UNESCO AI Ethics Recommendation: Understanding of global ethical principles
- Council of Europe AI Framework Convention: Knowledge of first binding international AI treaty
AI in Dispute Resolution
- AAA-ICDR AI Arbitrator developments and implications
- ICC Commission Task Force on AI in arbitration
- Institutional guidelines (CIArb, SCC, VIAC) on AI use in proceedings
- Due process and enforceability considerations for AI-assisted decisions
RESEARCH & POLICY INTERESTS
- AI Regulatory Convergence/Divergence: Comparative analysis of EU, US, and international approaches to AI governance
- AI in International Dispute Resolution: Governance frameworks for AI adoption by arbitral institutions
- Responsible AI Implementation: Translating regulatory requirements into organizational practices
- Multi-stakeholder AI Governance: Public-private partnership models for AI policy development
- Cross-border AI Compliance: Navigating conflicting regulatory requirements across jurisdictions
SELECTED PROJECTS & WRITING
[Title of EU AI Act Paper/Analysis]
[Brief description of paper, key arguments, where submitted/published if applicable]
[Title of Arbitration-Related Research]
[Brief description from A for Arbitration work, if shareable]
[Title of Any Other Relevant Writing]
[Brief description]
[CUSTOMIZE: Add 2-3 relevant writing samples or projects]
VOLUNTEER & EXTRACURRICULAR
Amnesty International Groningen
Public Relations Specialist, Social Committee | 2021-2026
- Developed communications strategies for human rights advocacy campaigns
- Coordinated stakeholder engagement and public outreach initiatives
- Managed social media presence and community engagement
Language Tutoring
Spanish & German Tutor | Ongoing
- Provide B2-level language instruction to high school students
- Develop customized learning materials and assessment approaches
LANGUAGES
| Language | Proficiency | Professional Application |
|---|---|---|
| German | Native | Primary source research (Germany, Austria, Switzerland); regulator engagement; DIS/VIAC materials |
| Spanish | Native | Primary source research (Spain, Latin America); stakeholder engagement; civil law perspectives |
| English | C2 (Proficient) | International policy work; academic research; professional communication |
| French | B1 (Intermediate) | French legal materials; ICC/OECD engagement; Belgian/Luxembourg coverage |
Multilingual Value Proposition: Can conduct AI policy research, monitor regulatory developments, and engage stakeholders across the EU’s four largest language communities without relying on translation.
TECHNICAL SKILLS
| Category | Skills |
|---|---|
| Research Tools | Westlaw, LexisNexis, Kluwer Arbitration, EUR-Lex, academic databases |
| Productivity | Microsoft Office Suite, Google Workspace, reference management (Zotero) |
| Communication | Professional writing, presentation development, stakeholder briefings |
| Collaboration | Remote team coordination, cross-functional projects |
PROFESSIONAL DEVELOPMENT
Certifications (Planned/In Progress)
- Clio Legal AI Fundamentals (Free online certification)
- Coursera: Prompt Engineering for Law (Vanderbilt)
- [Other relevant certifications]
Professional Affiliations
- [Consider joining: IAPP, Young ICCA, CIArb, relevant AI governance networks]
Conferences & Events
- [List any AI governance, legal tech, or arbitration events attended]
REFERENCES
Available upon request.
CV FORMATTING NOTES
For PDF Export
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Section Priority by Role Type
For AI Company Policy Roles (Anthropic, OpenAI)
- Professional Summary
- Core Competencies (emphasize AI & Languages)
- AI Policy Expertise
- Professional Experience (Integrity Studio first)
- Education
For Think Tank/Research Roles (GovAI, IAPS, Institute for Law & AI)
- Professional Summary
- Education
- Research & Policy Interests
- AI Policy Expertise
- Professional Experience
- Selected Projects & Writing
For Law Firm Tech Practice Roles
- Professional Summary
- Education
- Professional Experience (legal experience first)
- AI Policy Expertise
- Core Competencies
For Arbitral Institution Roles (ICC, LCIA)
- Professional Summary
- Education (LLM prominent)
- Professional Experience (A for Arbitration first)
- AI Policy Expertise (AI in Dispute Resolution section)
- Languages
CUSTOMIZATION CHECKLIST
Required Updates
- Add Integrity Studio specific details (dates, location, bullet points)
- Add EU AI Act course institution name
- Add Clifford Chance internship date
- Add 2-3 writing samples/projects with descriptions
- Update professional affiliations (join relevant organizations)
- Add any conferences/events attended
- Complete certifications section (add any completed certs)
Optional Enhancements
- Add LinkedIn URL (verify profile is updated)
- Add portfolio website if available
- Add GitHub if any relevant technical projects
- Add specific metrics where possible (e.g., “analyzed 50+ arbitral awards”)
Before Each Application
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ONE-PAGE VERSION
For applications requiring a single page, use this condensed format:
ISABEL BUDENZ
isabelbudenz@hotmail.com | +31 (0)630639949 | LinkedIn
AI Policy & Governance Professional LLM International Commercial Arbitration candidate combining EU AI Act expertise, AI implementation experience, and multilingual research capability (German/Spanish native, English C2, French B1).
EDUCATION
- LLM International Commercial Arbitration, University of Stockholm (2025-2026)
- LLB International and European Law, University of Groningen (2022-2025)
- Specialized: EU AI Act, International Dispute Resolution
EXPERIENCE
Integrity Studio | AI Consultant | [Dates] Advised mission-driven organizations on responsible AI implementation and governance frameworks
A for Arbitration | Legal Researcher | 2019-2025 Cross-jurisdictional legal research on international arbitration; policy monitoring; stakeholder communication
Clifford Chance | Antitrust Virtual Intern | [Date] Regulatory compliance analysis in cross-border commercial contexts
AI POLICY EXPERTISE EU AI Act (GPAI obligations, risk classification, enforcement) | NIST AI RMF | ISO 42001 | AI in Arbitration (AAA-ICDR, ICC Task Force) | Responsible AI Implementation
LANGUAGES German (Native) | Spanish (Native) | English (C2) | French (B1)
| *CV prepared January 2026 | Tailored for AI Policy Roles* |