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Achievement: Pull SharkAchievement: Pair Extraordinaire

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gioelemo/README.md

Hi, I'm Gioele 👋

AI engineer focused on agentic LLM systems — multi-agent orchestration, RAG, and the evaluation that makes them reliable. MSc in Computational Science & Engineering at ETH Zürich, currently a Research Assistant at the IDEAL Lab.

I'm most interested in the reliability side of agentic AI: making multi-agent systems behave consistently in the real world, not just in a demo.

🔧 Featured work

  • EngiAI — Hierarchical multi-agent LLM framework (LangGraph/LangChain) for engineering design: RAG, MCP, HPC orchestration, and an evaluation benchmark across multiple LLM backends. Accepted to ASME IDETC/CIE 2026.
  • prusa-mcp — A Model Context Protocol (MCP) server that lets LLM agents control Prusa 3D printers.

🛠️ What I work with

Python · LangGraph / LangChain · RAG · MCP · PyTorch / JAX · C++ · Docker · HPC / SLURM

Daily driver: Claude Code. Certified in Anthropic's Introduction to MCP and Advanced Topics.

🌱 Currently

Extending EngiAI at the IDEAL Lab — exploring how agents stay reliable under non-deterministic model behavior.

📫 Reach me

LinkedIn

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  1. EngiAI-Public EngiAI-Public Public

    EngiAI: A Multi-Agent Framework and Benchmark Suite for LLM-Driven Engineering Design

    Python 1

  2. prusa-mcp prusa-mcp Public

    MCP server for controlling Prusa 3D printers via Prusa Connect

    Python

  3. streamlit-excalidraw streamlit-excalidraw Public

    Streamlit component for embedding an Excalidraw whiteboard canvas in Streamlit apps.

    TypeScript

  4. leggedrobotics/terra-baselines leggedrobotics/terra-baselines Public

    Train, visualize, and evaluate RL policies for the Terra environment.

    Python 20 2

  5. MaxwellFDTD.jl MaxwellFDTD.jl Public

    A simple Finite Difference Time Domain (FDTD) solver for Maxwell equations

    Julia 1

  6. leggedrobotics/terra leggedrobotics/terra Public

    A grid world environment for high-level earthworks planning in JAX for RL.

    Python 58 1