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IvanNece/README.md

Hi there, I'm Ivan Necerini 👋

🤖 AI Engineer | 🎓 M.Sc. in Computer Engineering (AI & Robotics) @PoliTo

🏋️‍♂️ Streetlifting & Calisthenics coach — National & international coach and athlete | @calisthenics_florence

📍 Italy (Florence → Turin)

📧 ivan.necerini@gmail.com

LinkedIn Instagram

🔬 What I Do

🎓 AI Engineer Intern @ Neuratio | M.Sc. AI & Robotics @ Politecnico di Torino.

Currently, I am developing my Master’s Thesis at Neuratio, architecting a multi-agent ecosystem designed to transform static industrial documentation into active decision-support tools. I focus on reducing the cognitive load for human operators by bridging the gap between high-level AI theory and practical, scalable industrial applications.

🚀 Lead Developer @ Street Control I am the lead architect of Street Control, the official platform for ASD Streetlifting Italia. I engineered this system to digitize national competitions, enabling real-time live broadcasts and centralized data management. By building a robust database to track performance and history, I provided the technical infrastructure necessary to scale the sport’s visibility and growth nationwide.

🛠️ Technical Focus Areas

  • 🤖 LLMs & Generative AI — RAG systems, agentic workflows, AI pipelines
  • 🔗 Multi-Agent Systems — Process automation, orchestration & coordination (LangSuite, n8n, LangGraph)
  • ⚙️ AI for Business Process Automation & Optimization — Intelligent workflow design and orchestration
  • 👁️ Computer Vision & Multimedia AI — Vision-based applications and intelligent media processing
  • 🦾 Robot Learning & Autonomous Systems — Robotics, reinforcement learning, autonomous vehicles
  • 🌐 Web Development — Full-stack applications supporting AI systems

🛠️ Tech Stack

Languages

Python JavaScript Rust C C++ HTML5 CSS3 LaTeX Markdown

AI, ML & Agentic Automation

PyTorch Hugging Face LangChain LangGraph LangSmith n8n scikit-learn NumPy Matplotlib

Frameworks & Libraries

React Django Node.js Bootstrap ROS

Engineering & Simulation

MATLAB Simulink

Databases

SQLite Supabase

Tools & Platforms

Linux Git GitHub Arduino Notion

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  1. Multi-Agent-Architectures-for-LLM-Based-Code-Generation Multi-Agent-Architectures-for-LLM-Based-Code-Generation Public

    Systematic empirical comparison of Multi-Agent Systems (MAS) (LangGraph) for automated code generation using Large Language Models. We evaluate complex agentic pipelines that mimic real-world softw…

    Jupyter Notebook

  2. Detection-of-Anomalies-with-Localization Detection-of-Anomalies-with-Localization Public

    A Comparative Study of PatchCore and PaDiM under Clean and Shifted Domains (MVtecAD dataset)

    Jupyter Notebook 1

  3. Sim2real-domain-randomization Sim2real-domain-randomization Public

    Exploreing domain randomization techniques to improve the robustness of reinforcement learning (RL) policies for sim-to-real transfer. The study focuses on environments like Hopper and Walker2d fro…

    Jupyter Notebook

  4. Streetlifting-RefereeAI Streetlifting-RefereeAI Public

    Software to check the validity of a streetlifting / powerlifting lifts with computer vision. My aim is to help the VAR system in international competitions.

    Python 1

  5. Text-chat-app Text-chat-app Public

    Ruggine is a cross-platform chat application written entirely in Rust, featuring: A multi-threaded TCP server managing client connections. A desktop GUI client using the iced crate A shared protoco…

    Rust

  6. Guess-the-sentence Guess-the-sentence Public

    Full stack web app (guess the sentence game)

    JavaScript