MISSION DOSSIERS

Portfolio

Case studies with the full story: the problem, the architecture, the experiments that failed, and the numbers that survived. For the raw repositories, see the live GitHub projects on the home page.

• Mila Hackathon - Detecting a Crisis in Two Languages: A Hybrid mmBERT × Mistral Guardrail

  July 26, 2026 · #ai-safety #nlp #mental-health #hackathon #mlops · version française 🇫🇷

  Inside Mila's first AI safety hackathon (March 2026): how our team built a bilingual mental-health risk classifier - fine-tuned mmBERT, a Mistral LLM judge, weighted score fusion - and finished in the top 15 out of 80 teams.