Richard Vullings

Backend developer

Richard Vullings

I build Laravel APIs with Nuxt frontends, run RAG in production and host my own apps. The proof is below.

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Three pieces of proof

  1. RAG in productionDocument search with embeddings and a reranker, and an evaluation with fixed scores instead of testing by feel.MRR 0.950on a fixed set of evaluation questions
  2. Working with AI agents in a teamShared rules, a hook that blocks dangerous git commands, a model per task and a fixed verification step.
  3. Self-hosting on a NASMy own apps live with Docker, Forgejo and a reverse proxy, plus a security mistake I found and closed myself.

All work