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jsalva9/README.md

Hi 👋, I'm Joan Salvà Soler

A Data Science student interested in Machine Learning and Combinatorial Optimization

I'm a Master's student in Data Science at the TU Vienna. I combine my studies with a Research Intern position at Quantagonia.

On my GitHub you can find the repositories of my personal and university projects, including:

  • An implementation of AlphaZero for Connect 4
  • Reinforcement Learning for racetrack curve optimization
  • Heuristics for the Weighted Editing S-Plex problem
  • k-Minimum Spanning Tree through MILP Optimization
  • Vocabulary app for German learners
  • Letterboxd user comparison dashboard
  • Groups and projects optimizer
  • Simplex implementation

Connect with me:

https://www.linkedin.com/in/jsalvasoler/ jsalvasoler jsalvasoler

Languages and Tools:

aws azure cplusplus css3 gcp html5 java javascript mysql nodejs pandas python pytorch react scikit_learn seaborn tensorflow vuejs

Pinned

  1. K-MST-with-MILP-optimization K-MST-with-MILP-optimization Public

    Solving the k-Minimum Spanning Tree problem using MILP techniques.

    Python

  2. exact_sarp exact_sarp Public

    Implementation of the algorithms proposed in the research project "Exact Methods for the SARP problem". The following is the abstract of the project.

    Python 1

  3. A0C4-alphazero-for-connect-4 A0C4-alphazero-for-connect-4 Public

    An implementation of AlphaZero for the game of Connect 4

    Python

  4. group_and_projects_optimizer group_and_projects_optimizer Public

    Tool that solves an optimization problem regarding groups and projects assignments

    Python

  5. letterboxd_user_comparison letterboxd_user_comparison Public

    Streamlit app that analyses the cinema taste similarity of pairs of users of the social media Letterboxd

    Python

  6. GregoireLamb/heuritic_optimization_sPlex GregoireLamb/heuritic_optimization_sPlex Public

    Assignement for lecture 192.137 Heuristic Optimization Techniques (VU 3,0) 2023W of TU Wien

    Jupyter Notebook 1