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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!

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

🚀 Highlighted Projects

Lead Maintainer for BlackOps Solver

Constraint Solving Open Source

Currently providing community support in the form of blackops-solver-legacy following the discontinuation of the Python solver by the Timefold team.

Roadmap

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)

Optimized data models for the vehicle routing and meeting scheduling problems, with benchmarks showing near-Java performance

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
  • Cross-language type conversion
  • Native Rust-Java bytecode translation optimization

📬 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. BlackOpsAI/blackops-solver-legacy BlackOpsAI/blackops-solver-legacy Public

    Forked from TimefoldAI/timefold-solver-python

    BlackOps Solver is a Timefold compatible AI constraint solver for Python to optimize the Vehicle Routing Problem, Employee Rostering, Maintenance Scheduling, Task Assignment, School Timetabling, Cl…

    Java 3

  2. BlackOpsAI/blackops-quickstarts BlackOpsAI/blackops-quickstarts Public

    Optimized quickstarts for BlackOps Solver

    Python 2