AI Engineer at Kirha / Agents, MCP, LLM evaluation / Paris
About me
Paris. Data. But not just data.
I'm an AI Engineer at Kirha. I build agents that answer real questions with real data, and the MCP servers that feed them, built on public databases nobody designed for machines.
My rule is simple. A number nobody can trace back to its source is worth nothing. So I build the sourcing, the benchmarks and the guardrails along with the model calls.
This is not a CV. This is a point of view.
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01 PV Safety Agent Drug safety answers an expert can check, figure by figure. 02 openicsr An E2B(R3) case report toolkit, integrated into the PV agent. 03 Safety Data MCPs Regulators' safety databases, turned into tools an agent can call.More work
04 Planner Benchmark LLM Evaluation 2026 05 Helios Research / LLM Routing 2026 06 FraudSense Python / Machine Learning / SaaS 2026 07 ImmoPredict Python / Machine Learning 2026 08 EcoIA Tracker Dashboard / AI 2026 09 CoachFlow No-Code / Automation 2025