Experience at
Helping organisations turn AI strategy into working operational systems: EU AI Act compliance, Trust & Safety programmes, and agentic workflows built to perform at scale.
Partnering directly with organisations to build systems that work under real conditions, not just on paper.
With 10+ years leading Trust & Safety at TikTok and Meta, including a 600+ FTE organisation across EMEA, I've built the compliance frameworks, AI-enabled workflows, and governance systems that make responsible AI operate at scale.
From strategic planning to hands-on execution. I work directly with your team, not just alongside it.
Redesign manual operational workflows with AI, automation, and human-in-the-loop systems. Hands-on prototyping with Claude API, LangChain, Pinecone, and n8n.
Turn regulatory obligation into working compliance infrastructure. From Annex III classification to Fundamental Rights Impact Assessments, built to survive an audit.
Build the frameworks, taxonomies, and governance structures that make platform safety consistent and scalable, whether starting from scratch or fixing what's broken.
Specialist advisory on online child safety, AI ethics operationalisation, and harm prevention frameworks, grounded in platform experience and UNICEF-aligned principles.
Companies deploying AI in hiring, credit scoring, content moderation, biometric identification, and other high-risk categories face binding compliance obligations this year, with fines up to €30M or 6% of global turnover. Most organisations understand what's required. Very few have built the operational infrastructure to demonstrate it. That's the gap I close.
Let's TalkAvailable for keynotes, panels, podcast appearances, and mentorship.
Speaking on AI strategy, Trust & Safety, responsible tech, and EU regulation. Available for conferences, corporate events, and industry panels.
Speaking on navigating Trust & Safety in AI, building safer digital environments, and human-centered quality frameworks at scale.
Uncaged Show · "Navigating Trust and Safety in AI" ↗Working with emerging leaders in Trust & Safety and AI strategy. Available for 1:1 mentorship, cohort programmes, and advisory roles.
Extraordinary Women in Tech programme ↗Something else in mind? Send me an email.
I specialise in AI strategy and operationalisation, EU AI Act compliance, Trust & Safety programme design, and Responsible AI implementation. Whether you need a full programme build or targeted advisory, I work with organisations of all sizes across Europe and globally.
Engagements range from focused advisory (a few days) to multi-month delivery projects. I work hands-on, not just strategy decks. Every engagement starts with a clear scope, defined deliverables, and regular checkpoints to ensure we stay aligned on outcomes.
The easiest first step is a short discovery call. Book directly via Calendly or send me an email. We'll discuss your current challenges, goals, and what kind of support would be most valuable, and I'll follow up with a tailored proposal.
Yes, I work with global organisations, though much of my recent focus has been on EU regulatory frameworks including the AI Act, DSA, and GDPR-aligned safety. I've worked with teams across Europe, APAC, and the US throughout my career.
Whether you need to build a compliance programme, redesign a Trust & Safety function, or operationalise AI responsibly. I'm happy to start with a conversation.