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blackopsrepl/README.md

Vittorio Distefano

Software Engineer | AI Automation & Optimization
Python · Rust · Go · Constraint Programming · Cloud Systems

LinkedIn Hugging Face

🛠️ Production-Ready Systems

I engineer systems bridging AI agents and algorithmic tools with:

  • AI Agents: Production implementations (LlamaIndex/LangChain)
  • Optimization: Constraint solving (Timefold, OR-Tools)
  • Backend Systems: Python, Rust, Go
  • Cloud Automation: AWS serverless architectures

🚀 Highlighted Projects

Yuga Planner

Gradio LlamaIndex Timefold MCP

Neuro-symbolic scheduling system that breaks down tasks and optimizes team allocation. Developed for Hugging Face's 2025 AI Agent Hackathon.

Timefold Python Contribution

Constraint Solving Open Source

Ported meeting scheduling quickstart from Java to Python (merged upstream)

OCR Attendance System

AWS Computer Vision

Production system with 99.8% accuracy rate for events attendance tracking

💡 Core Principles

  1. No-BS Approach: Solve real problems - ignore hype
  2. Certified Skills: ML, Data Engineering, AWS
  3. Polyglot Flexibility: EN/IT/DE/FR + right tool for the job (Python/Rust/Go)
  4. EU-Compliant Automation: Privacy-aware implementations

🌱 Currently Upskilling

  • Hybrid LLM + solver architectures
  • EU AI Act compliant systems
  • Rust high-performance services

📬 Let's Collaborate

Reach out if you need:

  • AI agents that do (not just chat)
  • Optimization puzzles (scheduling/routing)
  • Unclogging data/API bottlenecks
  • Fast iteration without endless meetings

Pinned Loading

  1. yuga-planner yuga-planner Public

    Gradio Agents & MCP 2025 Hackathon project: LLM + constraint solver to schedule tasks around your existing calendar. Type task description → optimal calendar schedule.

    Python

  2. timefold-quickstarts timefold-quickstarts Public template

    Forked from TimefoldAI/timefold-quickstarts

    Get started with Timefold quickstarts here. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance…

    Java

  3. rs-ttt-rl rs-ttt-rl Public

    Reinforcement Learning example with the Tic Tac Toe game. Rewrite from C of ttt-rl by antirez.

    Rust