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AceHomard/README.md

Jason Giamporcaro

Software Engineer - Python, backend & AI

42 graduate: Master's-level qualification (EQF level 7), Expert en architecture informatique, databases & data track. I spent 16 months at Laizy, a startup building AI assistants for businesses, working on a multi-tenant SaaS platform used in production by large companies: from the Python backend to deployment and client support.

Open to a full-time position, available now, willing to relocate (France, Switzerland or abroad).

What I built in production

That code is private, so here is what it did:

  • LLM agents: designed the tool framework used by the platform's agents, plus 7 business tools on Microsoft Graph (mail, meetings, directory, tasks), with human validation of agent actions.
  • RAG: document indexing pipeline (chunking, vector indexing in Qdrant) handling 10+ file formats, with an OCR fallback for scanned PDFs.
  • Integrations: incremental SharePoint sync through Microsoft Graph, resilient to API throttling and interruptions, on 13,000+ files.
  • Production support: traced 2,199 LLM API timeouts at a client to a faulty DNS resolver adding 4 s to every call, brought down to 0.04 s.

I work with coding agents (Claude Code) inside a structured process: spec, investigation, plan, implementation, review, each step documented.

Stack

  • Backend: Python, FastAPI, SQLAlchemy, Pydantic, REST APIs, WebSockets
  • Data: PostgreSQL, Redis, Qdrant
  • AI: LLMs, RAG, agents, LangChain, LangGraph, OpenAI / Azure OpenAI
  • Frontend: React, TypeScript
  • Infra: Docker, Nginx, Linux, Azure, Microsoft Graph
  • Also: C, C++, Bash

Contact

jasongiamporcaro@gmail.com · LinkedIn

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