Designs and builds autonomous AI agents and multi-agent systems (LangChain/LangGraph, RAG, MCP) plus data pipelines and cloud data architecture to automate media/advertising workflows and internal products at Havas. Core stack: Python, LLMs, vector DBs, GCP/AWS/Azure, BigQuery/PostgreSQL.
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