Work Stuff

Full-stack and ML delivery for 6-figure client projects and 6-figure research grants, from scoping to deployment.

• Conversation analytics platform — ingestion, classifier pipeline, embeddable dashboard. Powered a 100k-interaction study published by the French Ministry of Culture
• Hiring platform shipped in 4 weeks, landed consortium sponsors (AXA, France Travail, CCI France) and follow-up projects
• Healthcare RAG prototype with Intermountain Health — 3,000+ papers vectorized, chat interface, real-time safety monitoring
• Topic clustering module for a major French insurer's chatbot, ~15% retrieval improvement

AI strategy reporting to the CEO China and CIO Porsche AG. Subject matter expert for heads of engineering and innovation.

• Led PoC for customizable voice assistants for the Chinese market. Secured €40k funding and board-level approval

• ML Researcher & Data Scientist, DeepHow — data collection platform, clustering insights for the exec team
• Cloud Architect, Huawei — container deployment, monitoring dashboards, coached by Western European Cloud VP
• Analyst Intern, Deloitte — multi-million dollar revenue leakage project under a Junior Partner