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fcolombo7/README.md
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Hey there!

👋 I’m Filippo Colombo and I live near Milan, Italy.

👨‍🎓 I studied at Politecnico di Milano where I got my Master's degree in Computer Science and Engineering in 2022.

Projects and works

  • Master Thesis: Transfer learning analysis of fashion image captioning systems
    Design and implementation of deep learning algorithms with the aim of personalizing the user experience in the fashion domain.
    Tags: Computer Vision NLP Deep Learning PyTorch 🤗 Transformers

  • Artificial Neural Networks and Deep Learning project:
    Use of Deep Learning techniques implemented in TensorFlow to solve challenges dealing with image and text data, such as Image Classification, Visual Question Answering, and Image Segmentation applied the 1st ACRE Cascade Competition (the goal of the competition was the analysis of agriculture images to distinguish between crop, weeds, and ground).
    Tags: Image Classification Image Segmentation ResNet U-Net NLP LSTM

  • Data Intelligence application project:
    Design and simulation of online learning optimization techniques implemented in Python to determine the best joint bidding and pricing strategy to attract users to an e-commerce website. Optimization by tuning and combining different online Multi Armed Bandit algorithms such as UCB-like bandits, Thompson sampling bandits and Gaussian Processes bandits.
    Tags: MAB TS Online Learning Scikit-learn NumPy

  • Recommender Systems project:
    Python implementation of a book recommender system. The algorithm works using the interactions between books and users, and the features related to books. Our approach combines various kind of systems like: Content based, Collaborative and Graph based. Tags: ScyPy Matrix Factorization SLIM Factorization Machines

  • Software Engineering project:
    Java implementation, documentation and testing of a distributed and multi-user application with GUI and CLI of the “Adrenaline” table game. Tags: Java OOP MVC Socket UI

Popular repositories Loading

  1. ing-sw-2019-craighero-colombo-delvecchio ing-sw-2019-craighero-colombo-delvecchio Public archive

    Progetto di ingegneria del software 2019

    Java

  2. AN2DL-2020 AN2DL-2020 Public archive

    Artificial Neural Networks and Deep Learning @ PoliMi, a.y. 2020

    Jupyter Notebook

  3. RecSys-2020 RecSys-2020 Public archive

    Recommender System challenge 2020 @ PoliMI

    Jupyter Notebook

  4. DataIntelligenceApplications DataIntelligenceApplications Public archive

    Project of the Data Intelligence Applications course @ PoliMi, a.y. 2020-2021

    HTML

  5. whack-a-mole whack-a-mole Public archive

    Computer Graphics mandatory project, Polimi a.y. 2020/2021

    JavaScript

  6. fcolombo7 fcolombo7 Public

    Config files for my GitHub profile.