DGDer Gn
@dergn
AI governance and product policy leader delivering regulatory-safe revenue and scalable trust & safety systems.
United KingdomWhat I'm looking for
I am an AI governance and product policy leader with 7+ years building safety frameworks that protect revenue while meeting regulatory requirements across regulated verticals. I have enabled £100M+ in annual revenue, architected EU DSA/AI Act compliance for a multi-billion dollar Ads business, and scaled Trust & Safety operations of 200+ specialists during hyper-growth.
At LinkedIn I own global safety strategy and commercial policy for the Ads business, delivered audit-ready enforcement workflows ahead of the EU deadlines, and built governance for AI-powered features adopted as templates for future GenAI launches. I designed path-to-yes policy frameworks that unlocked £25M+ in annualized Ads revenue and led technical collaborations that reduced false positives and saved hundreds of reviewer hours.
Previously at TikTok I led EMEA Trust & Safety operations through rapid user growth, built a globally adopted QA framework, and harmonized enforcement across 15+ markets. I combine regulatory strategy, operational scale, and commercial enablement to translate regulatory ambiguity into operational systems that ship.
Experience
Work history, roles, and key accomplishments
LIOwns safety strategy and commercial policy for LinkedIn's $5B+ Ads business, architected EU DSA and TTPA compliance roadmap delivering audit-ready enforcement workflows 12+ months ahead of deadline and developed governance for AI-powered features to mitigate high-risk outputs.
LIDesigned path-to-yes policy frameworks that enabled £25M+ annualized Ads revenue and partnered with Engineering to reduce Financial Services false positives by 35%, saving 120+ reviewer hours weekly.
Product Quality Manager
TikTok
Jan 2018 - Jan 2021 (3 years)
Managed Trust & Safety operations across EMEA during rapid growth, leading 10 managers and 200+ specialists, built a global QA framework and harmonized enforcement across 15+ markets to prevent crises during geopolitical events.
Lead, Quality & Strategy Evaluation
TikTok
Jan 2019 - Jan 2020 (1 year)
Built evaluation frameworks for content moderation accuracy and established baseline metrics adopted across global operations to measure and improve enforcement quality.
Education
Degrees, certifications, and relevant coursework
PUParis 1 Panthéon-Sorbonne University
Master's in European Law & Human Rights, European Law & Human Rights
Completed master's-level studies in European law with a focus on human rights and economic law, including a thesis on the economic crisis in the EU's monetary union.
PUParis 1 Panthéon-Sorbonne University
Dual Master's degree, European Economic Law & International Business Law
Completed a dual master's program covering European economic law and international business law.
UAUniversity of Amsterdam
International and European Law
Studied international and European law as part of an Erasmus exchange programme.
UDUniversité d'Orléans
Bachelor's Degree, European Law
Earned a bachelor's degree in European law through a trilingual programme taught in English, French, and Spanish.
Availability
Location
United KingdomAuthorized to work in
Job categories
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