DATA & AI GOVERNANCE · PARIS, FRANCE
Helping organizations connect trusted data with responsible AI.
I design practical governance frameworks, accountability models, assessments, and implementation roadmaps across data and AI.
DataNovaQ
RESEARCH COLLABORATIONResearch with Sony CSL – ParisCo-authored paper on AI literacy
Read paper (PDF)INTERNATIONAL SPEAKINGInternet Governance Forum 2025E-waste policy & youth leadership
COMMUNITY LEADERSHIPFounder, Youth IGF MoroccoYouth engagement in internet governance
HOW I HELP
I help organizations assess where they are, design how governance should work, and equip decision-makers to put it into practice.
Understand where governance is strong, where risk is accumulating, and what to address first.
Connect responsibilities, decision rights, controls, and governance forums across the organization.
Turn complex governance questions into shared understanding and concrete executive decisions.
Have a governance challenge that does not fit neatly into one category?
Discuss an engagementEXPERIENCE ACROSS ORGANIZATIONS
ABOUT ME
My work connects business priorities with data and AI governance: clear ownership, practical controls, maturity assessments, and implementation roadmaps. I bring experience in analytics and data architecture to conversations across business, technology, legal, and compliance teams.
Alongside my consulting work, I contribute to international digital policy through youth leadership, speaking, and research collaboration. These perspectives inform how I approach governance in practice.
EXPERIENCE & COMMUNITY
My work in business, data, and AI. Most recent roles first.
Ozel Systems
Co-founding Ozel Systems.
DataNovaQ
Designing governance frameworks, clarifying ownership and controls, and translating maturity assessments into implementation roadmaps.
Scale AI
Evaluating language models for accuracy, bias, and responsible use.
Cargill
Connected operational and warehouse data, improved data quality, and automated reporting.
Worldline
Built databases and dashboards to help teams understand transaction activity.
Renault Group
Improved data traceability and automated operational reporting.
SELECTED RECOGNITION
ON THE GROUND
A snapshot of my latest engagements.
CONVERSATIONS & IDEAS
Conferences, panels, and conversations on governance, digital policy, and innovation.
Policy approaches for managing e-waste in a digital economy.
Voices and leadership shaping the future of the internet.
WRITING & PERSPECTIVES
Perspectives on data governance, responsible AI, and digital ethics.
Research paper
Paris Journal on AI & Digital Ethics
No. 2 Starts on p. 134
A conceptual framework connecting children’s rights, metacognition, and AI literacy. Co-authored with Sony CSL – Paris and Young AI Leaders of Paris.
PUBLISHED ON ITU AI FOR GOOD
External article: how data quality powers responsible AI impact.
LET’S CONNECT
For governance advisory, research collaboration, or speaking invitations, get in touch.
