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JulesMattioni/README.md

Jules Mattioni

Software engineering student at 42 Nice — backend & AI.

Top of my cohort at 42, on the common core curriculum. I build systems that are rigorous: real-time servers, concurrent programs, and AI tooling I can measure. Mostly Python, Rust and C, with some full-stack.

Open to a software / AI internship or apprenticeship (Nice area & remote).

Tech

Python Rust C TypeScript React FastAPI Docker Linux Git

Focus areas: backend & systems programming · applied AI (LLMs, RAG, retrieval, evaluation) · concurrency

Featured projects

Project What it is
agent_smith A benchmark harness (built from scratch in Python) for evaluating LLMs on code-generation tasks — SWE-bench & MBPP — with reproducible, measured results.
rag_against_the_machine Hybrid retrieval-augmented generation: dense embeddings + BM25 over ChromaDB, with measured retrieval metrics (Recall@k) and documented trade-offs.
the_answer_protocol Real-time multiplayer server & clients in Rust — custom TCP protocol, async concurrency with Tokio, and a GUI client built with the Bevy engine (ECS).
codexion Concurrent systems in C — dining philosophers with pthreads, deadlock prevention, and a custom scheduler.

Contact

Pinned Loading

  1. agent_smith agent_smith Public

    Benchmark harness for evaluating LLMs on code-generation tasks (SWE-bench, MBPP), built from scratch in Python.

    Python 1

  2. rag_against_the_machine rag_against_the_machine Public

    Hybrid retrieval-augmented generation: dense embeddings + BM25 over ChromaDB, with measured retrieval metrics.

    Python

  3. the_answer_protocol the_answer_protocol Public

    Real-time multiplayer server & clients in Rust — custom TCP protocol, async concurrency with Tokio, and a Bevy GUI.

    Rust

  4. codexion codexion Public

    Concurrent systems in C — dining philosophers with pthreads, deadlock prevention, and a custom scheduler.

    C