Freelance Projects

Freelance mission (6 months) for MapBrain, an AI ed-tech startup: end-to-end design and delivery of an AI educational SaaS that turns any content (PDF, YouTube, audio, slides) into a personalized interactive learning path — multi-format generation, real-time voice tutor and full-Azure architecture on AKS — in close collaboration with the product team.

• ▸Freelance client mission delivered end-to-end: AI engine and backend owned solo, in close collaboration with the in-house product team and frontend
• ▸Multi-format pedagogical generation from one source document: summaries, mind maps, quizzes, flashcards and audio podcasts via LangGraph multi-agent workflows

Freelance mission for a Swiss fiduciary firm around a clearly identified market need: Swiss fiduciaries still spend hours a day classifying, sorting, reading and re-typing accounting documents, and hand-replying to every client email — without being able to lean on US-based AI SaaS due to FADP. Backend, AI engine and deployment carried end-to-end, in direct partnership with the client, with a multi-tenant SaaS ambition at the end.

• ▸Sorting, classification, reading and key-data extraction now automatic across 9 document types — no more hours spent every day classifying and re-typing what landed in the fiduciary's inbox
• ▸Client emails answered fully automatically: the AI reads the entire thread history and every attachment to draft acknowledgements, reminders and error reports — no more replies typed one by one