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tommasofacchin/README.md

Hey! 👋

I’m Tommaso, a software developer at an ERP company and a Data Science graduate at Ca’ Foscari University of Venice, currently pursuing a MicroMasters in Statistics and Data Science from MITx.

I started programming in high school, building video games with Unity and learning C#, which remains my favorite language. These days I focus on machine learning and NLP, enjoying both the theory and building end-to-end projects.

📍 Venice, Italy

💻 Tech Stack

Main Languages: C#, Python, Visual Basic, SQL
Comfortable Languages: C++, Java, JavaScript (React, React Native)
Data Science & ML: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch
Databases: SQL Server, PostgreSQL
Tools & Frameworks: .NET, Git, Flutter, DevExpress
Game Development: Unity

📂 Projects

Transformer from Scratch – Text summarization model with TensorFlow & Python, from scratch.

Ant Colony Optimization simulator – Interactive swarm intelligence ACO simulation in Unity using C#.

TikTok Ban - Social Network Analysis – Reddit discussions analysis using Python, Pandas, NetworkX, VADER.

Soul Hunter – Top-down shooter in Unity, long-term personal project.

Genetic Algorithm from Scratch – Generic GA in Python, reusable class, applied to multiple tasks.

For the full list of projects, see all personal projects.

🎓 Education

MicroMasters in Statistics and Data Science - MITx (2026 - ongoing) - Graduate-level program on probability, statistics, ML, and time-series analysis.

Bachelor's Degree in Data Science - Ca' Foscari University, Venice (2022 - 2026) - Specialized in programming, mathematics, data analysis, and artificial intelligence.

High School Diploma in IT and Communication - I.I.S. Einaudi-Scarpa, Montebelluna (2017 - 2022)

💼 Work Experience

Isoft Srl - Software Developer (Nov 2023 - Present) - ERP system for jewelry manufacturing: database management (SQL Server), main application development (VB.NET), Python automation, C# REST APIs, custom reports & dashboards, MRP forecasting module, client support.

2M Decori - Software Developer Intern (July 2023, 1 month) - Windows Forms app in C# with web dashboard, Industry 4.0.

GateDev - Android Developer Intern (June 2021, 3 weeks) - Developed android applications using Flutter and Dart.

Forno d'Asolo - IT Support Intern (January 2020, 2 weeks) - School internship.

🌍 Languages

  • Italian: Native speaker
  • English: C1 (certified)
  • Spanish: B2
  • Chinese: HSK1

🤝 Let's connect

I really enjoy building side projects, so if you’d like to collaborate on something (especially around ML, NLP, or game dev), feel free to reach out!

LinkedIn Email

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  1. dynamic-ant-colony-optimization dynamic-ant-colony-optimization Public

    Dynamic Ant Colony Optimization (ACO) simulation built in Unity Game Engine. Adaptable environment with walls, paths, and food sources for real-time optimization.

    C# 2

  2. text-summarization-transformer text-summarization-transformer Public

    Text summarization using a Transformer-based model built from scratch.

    Jupyter Notebook 1

  3. machine-learning-notes machine-learning-notes Public

    Personal notes on machine learning

    Jupyter Notebook 1

  4. ft-tokenize ft-tokenize Public

    Small C++ tokenizer with support for word-level and BPE tokenization, featuring a Python API for training, encoding, and decoding text.

    C++ 1

  5. job-fit-index job-fit-index Public

    JobFitIndex is an AI-native anti-portfolio built with Python, Streamlit, SQLite and OpenRouter LLMs. Developed in a 48-hour Cosmico hackathon, it’s a working prototype for AI-guided interviews, sco…

    Python 1

  6. genetic-algorithm-from-scratch genetic-algorithm-from-scratch Public

    Small Python project that implements a generic genetic algorithm from scratch and applies it to three examples: bitstring optimization, evolving a target text string, and feature selection for a re…

    Jupyter Notebook 1