Where Law, Data, and Technology Meet Purpose.
About
I became a lawyer because I believed law could be a tool for changing things, not just a system for managing them. Over the years, that belief has only sharpened as I’ve watched technology reshape every aspect of society while the frameworks meant to govern it struggle to keep pace. My work sits at the intersection of law, technology, data, and policy. My drive is straightforward: Technology should expand human possibility. I build the frameworks that make innovation and individual rights not a competition, but a design principle.
My background spans international trade law, federal tax research, data privacy, and legal technology. At some point, I stopped treating that breadth as something to explain and started treating it as the point. Every chapter of my career has involved translating complex, high-stakes systems into language people can actually use. I've decided to point that skill somewhere it matters – toward the policy and governance questions that will determine how AI and emerging technologies exponentially innovate while safeguarding human integrity.
“Technology should expand human possibility. I build the frameworks that make innovation and individual rights not a competition, but a design principle.”
Expertise
AI Policy & Ethics
The governance of AI isn't a technical problem — it's a legal, institutional, and human one. I analyze how AI systems intersect with regulatory frameworks, evaluate where existing law falls short, and examine the distributional consequences of algorithmic decision-making on people and communities. My work in this space sits at the boundary between what the law currently requires and what responsible technology governance should demand.
Regulatory Research & Analysis
I've spent seven years navigating regulatory systems that most people find impenetrable — federal tax codes, international trade frameworks, data protection regimes — and translating them into guidance that organizations can actually act on. I research across jurisdictions, synthesize dense statutory and regulatory material, and frame findings in ways that support sound decision-making rather than just legal defensibility. Complex rules are only useful if someone can explain what they mean in practice.
Data Privacy & Governance
Data privacy is where legal compliance and human dignity intersect. That tension is exactly what makes it interesting. I've worked across the full lifecycle of sensitive data: designing governance frameworks, managing large-scale data review under regulatory scrutiny, and translating privacy obligations into operational systems that stick. As the stakes of data governance expand into AI training, surveillance, and digital infrastructure, this background provides a foundation that is increasingly hard to find.
Legal Technology & Knowledge Systems
Legal technology is changing what lawyers do — but more importantly, it's changing what gets decided, at what speed, and by whom. I've worked with and around legal technology platforms throughout my career, building the knowledge systems, workflows, and training infrastructure that make tools actually usable at scale. My interest isn't in the platforms themselves but in the governance questions they raise: how AI-assisted legal processes are designed, where human judgment must be preserved, and how organizations ensure accountability when technology is doing the work.
Cross-Border Compliance & Global Regulatory Systems
Regulatory risk doesn't stop at borders, and neither does my experience. I've advised clients on international trade compliance across dozens of jurisdictions, navigated the operational complexity of cross-border data flows, and analyzed how global regulatory divergence creates real business and legal exposure. This international lens matters more and more in the current technology innovation boom, where AI regulation, data localization, and digital trade policy are being written simultaneously and inconsistently across jurisdictions.
“Every chapter of my career has involved translating complex, high-stakes systems into language people can actually use.”
Experience
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2025 – present
Engaged as a contracted analyst supporting organizations navigating complex regulatory and investigative matters. Apply structured analytical frameworks to large-scale information environments where data governance, legal compliance, and institutional accountability intersect.
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2024 – 2025
Built the compliance architecture – frameworks, SOPs, training systems – that allowed clients to operate confidently across international regulatory environments, achieving a 100% approval rate on cross-border licensing applications and reducing operational risk by up to 50%.
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2023 – 2024
Redesigned how regulatory knowledge moved through the organization. Synthesized complex U.S. and international tax developments into actionable guidance and built automated workflows that cut inquiry response time by a full business day.
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2023
Translated complex data privacy regulations into operational systems – governance frameworks, training programs, and process improvements – that organizations could actually implement. Increased compliance efficiency by 20% and reduced data governance risk across sensitive legal matters.
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2021 – 2023
Expanded a global legal knowledge platform from 120 to 200 jurisdictions while collaborating directly with engineering and product teams to train AI systems for legal content generation as one of the early hands-on experiences with AI-assisted legal workflows in the industry and organization.
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2020 – 2021
Led and trained teams of up to 30 analysts in structured data review and quality control operations, while identifying and systematically correcting institutional inefficiencies that slowed high-volume legal processes.
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2017 – 2019
Designed client compliance systems and executed government filings that prevented more than $1M in potential penalties, building the cross-border regulatory intuition that has shaped every role since.
Featured Writing
From Operator to Strategist: Building Systems that Scale American Bar Association
Most professionals get better at executing. Fewer learn how to build the systems that make execution sustainable. This piece examines how operational design, measurable goal-setting, and governance frameworks drive performance — in legal practice and well beyond it.
January/February 2026, GPSolo Magazine
Trusting Your Professional Judgment as a first-Year Solo American Bar Association
The first year of solo practice involves hundreds of high-stakes decisions with no partners, no institutional guardrails, and no one to distribute the weight. This piece builds the case for a personal decision-making framework: a practical, repeatable system for evaluating opportunities, honoring your capacity, and protecting your long-term credibility when the pressure to say yes to everything is loudest.
July/August 2026, GPSolo Magazine
I came to this work because I believe technology should expand what's possible for people.
If you're building toward that future and think my background might be useful, I'd genuinely love to hear about it!
