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Hi there and welcome to my GitHub page šŸ‘‹

My name is Janina and I am a master's student of Computer Science at the University of Munich. My focus lies in machine learning, VR and game development and I am currently learning about high-performance computing. I am passionate about robotics, science, learning and sharing my knowledge with others. You can see a full list of what I am up to on my projects & portfolio (currently a work in progress ā³).


What do I do?

  • šŸ”­ Iā€™m currently (and constantly) working on my personal website
  • šŸŒ± Iā€™m currently learning more about autonomous driving and EKF SLAM with ROS 2 and how to solve drone flight with Reinforcement Learning. I'm always trying to find better solutions to my project ideas.
  • šŸ“« Connect with me on LinkedIn

Coding Activity

Logged time spent on different projects today.

Python   14 mins         ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ   100.00 %

Favorite Tech

Tools, languages and other things that I like to work with.

Programming Languages
My Skills

Machine Learning Frameworks
My Skills

Janina Alica Mattes's Projects

adversarial_video_generation icon adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

aspnet-ecommerce-webapp icon aspnet-ecommerce-webapp

:ice_cream: In this project a web application is created under the use of common web frameworks such as asp.NET and C#.

azul-2player-game-solver icon azul-2player-game-solver

Implement model-based algorithms, such as Monte Carlo Tree Search (MCTS) or minimax, to construct a search tree and explore the game's state space. Evaluate and compare the performance of model-based and model-free algorithms (Q-learning, PPO) in terms of efficiency, optimality, and adaptability to different game scenarios.

beautiful-jekyll icon beautiful-jekyll

āœØ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

build-your-own-x icon build-your-own-x

Master programming by recreating your favorite technologies from scratch.

clojureprogramming icon clojureprogramming

Example projects and sample code featured in Clojure Programming (1st ed.) from O'Reilly

contact_system_web_app icon contact_system_web_app

:email: Contact system developed in Java under the use of the GWT framework, deployd on the Google App Engine

cookiecutter-flask icon cookiecutter-flask

A flask template with Bootstrap 4, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.

deep-vision icon deep-vision

Learning and replicating famous deep learning models for computer vision tasks

docker icon docker

Various docker files used in my projects.

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