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SimoneMattioli98/README.md

👋 Hi there!


class Simone:
  def __init__(self):
    self.name = 'Simone'
    self.surname = 'Mattioli'
    self.education = 'Unibo'
    self.experience = ['Gruppo Maggioli']
    self.roles = ['Machine learning engineer', 'Data scientist', 'Software engineer']
    self.interests = ['Machine Learning','Deep Learning', 'Computer Vision', 'NLP']
    self.languages = ['English', 'Italian']
    self.hobbies = ['Calisthenics','Soccer', 'Theater', 'Musical']

🔨 Most interesting projects


  • Personal Blog : Actively writing blog posts about my research projects mainly focused on Machine Learning, Deep Learning, NLP and Computer Vision. Give it a look!

  • ChessApp : Android application for chessboard detection using Computer Vision to recognize the current board state and suggest the best next move;

  • ReceiptTextRecognizer : Android application to detect and extract textual information from pictures of receipts;

  • Speech2Text : Finetuned and evaluated transformer neural networks to improve speech transcriptions of online webinars;

  • PlanetDance : Front-end react application which draws patterns made by planets while they move around the Sun;

  • SoccerRolesClassifiers : A machine learning project that study the best approaches to classify the role of a soccer player by using his phisical and technical features;

  • Q-Learning : Research project about Transfer Learning, expecially Q-Learning, using the cartpole task;



🎓 Academic achievements

  • Master's Degree grade: 106/110.
  • Bachelor's Degree grade: 101/110.
  • Mentee at Leed The Future leading mentorship organization for students in STEM, that guides me to achieve my goals and contribute to the community by giving me one-on-one guidance from high-impact mentors;

📫 Connect with me


LinkedIn Gmail Blog GitHub

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  1. ChessApp ChessApp Public

    Deep Learning for computer vision project. Android application for chess board detection and pieces prediction using a neural network for classification trained on home-made dataset and tested on d…

    Java 3

  2. ReceiptTextRecognizer ReceiptTextRecognizer Public

    A text detection and text recognition project built for receipts. A mobile application and a server are used to pre-process the receipt image and extract the text using Tesseract-ocr.

    Java

  3. SoccerRolesClassifiers SoccerRolesClassifiers Public

    A research project that study the best approaches to classify the role of a soccer player by using his phisical and technical features. Built with @lucamarini22.

    HTML

  4. Q-Learning Q-Learning Public

    Reinforcement Learning algorithm - Q-Learning

    Python

  5. PlanetDance PlanetDance Public

    React application built to show the amazing patterns drawn by planets' revolution around the Sun.

    TypeScript 1

  6. Speech2Text Speech2Text Public

    Python