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tzii/README.md

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Simone Perini

Agentic AI / Software Engineer focused on document intelligence, RAG, Python backends, and dependable AI systems.

I build software that turns messy real-world inputs into structured, testable workflows. I completed a Higher Technical Diploma in AI & Data (EQF Level 5) with a final grade of 107/110. My work spans LLM/RAG systems, agentic workflows with LangChain/LangGraph, computer vision and reinforcement learning, plus production-minded software engineering.

Selected work

  • italianRAG — engineering case study
    Evidence-first document intelligence for Italian corporate PDFs, combining typed extraction, Qdrant retrieval, cross-document analysis, and reproducible evaluation. Built during my AI & Data internship at InfoCamere.

  • Pefforza 4
    Connect Four AI system combining physical-board computer vision, PPO reinforcement learning, bitboard alpha-beta search, an exact solver, automated evaluation, and CI.

  • KeeFetch
    A .NET plugin for KeePass with concurrent favicon retrieval, ranked provider selection, privacy controls, automated tests, and packaged releases.

  • ThystTV
    Android/Kotlin media-client work focused on player UX, floating chat, local statistics, release engineering, and upstream maintenance.

  • ScrapingStore
    Python data pipeline for scraping, cleaning, storing, and analysing web data.

Core stack

Python · FastAPI · Pydantic · SQL · Qdrant · RAG · LangChain · LangGraph · LLM/VLM evaluation · pytest · Docker · GitHub Actions · C# / .NET · Kotlin / Android

Pinned Loading

  1. ScrapingStore ScrapingStore Public

    End-to-end data engineering portfolio: Web Scraping (Playwright), ETL (Pandas/SQLModel), and Visualization (Plotly/Power BI)

    HTML

  2. ThystTV ThystTV Public

    Forked from crackededed/Xtra

    Third-party Twitch client for Android. Based on Xtra, with new features

    Kotlin 31 1

  3. KeeFetch KeeFetch Public

    A fast and smart favicon downloader plugin for KeePass 2.x.

    C# 6