Highlighted Projects

This are some of my projects, both fun and professional!

  • Tennis Data Analytics Platform

    Dec 2020In Progress

    • Python
    • Django
    • REST API
    • React
    • JavaScript
    • HTML
    • CSS

    Building a tennis analytics system.

    Still in production.

    Project hero

  • My Personal Website

    Dec 2020 - Apr 2021

    • React
    • Redux
    • JavaScript
    • HTML
    • CSS

    This site you are looking at now! The code is freely available at my GitHub!

    In this project I really started to learn JavaScript and the React framework. Moreover, I used Redux to fetch my blogs and projects from a remote server.

    This project overall learned me a lot about web development.

    Project hero

  • Chess game with PyGame

    Sep 2020 - Nov 2020

    • Python
    • PyGame

    In this project I made a chess game from scratch using Python and the Pygame Library.

    It uses all the rules like en passant and stalemate, for example.

    I also added an AI that is able to play book openings.

    Project hero

  • Investigating different self-attention mechanisms for liver segmentation

    Aug 2019 - Jan 2020

    Quantib

    Rotterdam, Netherlands

    • Python
    • Machine Learning
    • Deep Learning
    • U-Net
    • TensorFlow

    My major research project at Quantib, Rotterdam.

    Purpose: To support doctors in diagnosis and treatment planning of liver tumors, there is a growing demand in the clinical practice for an accurate and automatic liver and tumor segmentation method. Recent developments of deep learning models, have caused these models to be very often used for automatic segmentation tasks. This study investigates the influence of additive and multiplicative self-attention on the automatic liver segmentation performance of U-Net.

    Project hero