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Quentin18/README.md

Hi, I'm Quentin Deschamps

LinkedIn Gmail

πŸ‘¨πŸ»β€πŸ’» About Me

  • πŸ’Ό I'm currently Data Scientist & Data Engineer at Yanport.
  • πŸŽ“ I've studied Data Science at EPFL in Lausanne πŸ‡¨πŸ‡­.
  • πŸŽ“ I've studied Applied Mathematics & Computer Science at Polytech Sorbonne in Paris πŸ‡«πŸ‡·.
  • 🏠 I'm living in Bourges πŸ‡«πŸ‡·.
  • 🎡 I'm also passionate about music. I play the saxhorn, the euphonium and the tuba.

πŸ›  Tech Stack

πŸ‘©β€πŸ’» Programming Languages

Python C++ C R Ruby LaTeX JavaScript HTML5 CSS3

πŸ€– Data Science - Machine Learning - Deep Learning

Jupyter Pandas NumPy scipy scikit-learn Plotly PyTorch Lightning DVC OpenCV

🌐 Web Development

FastAPI Flask Django DjangoREST Bootstrap jQuery

☁ Cloud

Google Cloud GitHub Actions

⚑️ Database

Elastic Search Cassandra RabbitMQ

πŸ› οΈ Tools

Git GitHub GitLab Docker PyPI Postman CMake Overleaf

⌨️ IDE

IntelliJ IDEA PyCharm VSCode Colab

πŸ’» OS

Linux Ubuntu Windows


πŸš€ My Projects

  • πŸ€– Machine Learning

    • Road Segmentation - segmentation of satellite images by detecting roads using CNNs
    • Higgs Boson challenge - binary classification using regression models to predict whether an event corresponds to the decayment of a Higgs boson or not
  • πŸ“ˆ Data Science

    • Newpapers - determining the political orientation of newspapers through quotes analysis
    • PGA Tour Data Analysis - data analysis of PGA golfers statistics between 2010 and 2020
  • ⚑ High Performance Computing

  • πŸ’» Algorithmics

    • Advent of Code - my Advent of Code solutions
    • MCTS - Monte Carlo Tree Search implementation in C++
    • Fsmdot - implementation of finite-state machines and exportation to dot format
    • Pathfinding in Ruby - a pathfinding library in Ruby based on A* algorithm
    • A* Visualizer - A* pathfinding visualizer in Ruby
    • ABR - binary search trees in C
    • DFS - Depth-First Search algorithm and applications in C
  • πŸ”’ Mathematics

  • 🎲 Games

    • Gymnasium Search Race - gymnasium environments for the Search Race and Mad Pod Racing CG puzzles
    • Gymnasium 2048 - gymnasium environment and game-playing agents for the Game 2048
    • Quoridor Online - client and server to play the strategy board game Quoridor using pygame
    • 1000 Bornes - a pygame version of the famous French card game 1000 Bornes
    • Ladders Game - a variation of the game Snakes and Ladders in Python
    • Sherlock 13 - an online game in C language with SDL2 graphics for 4 players
  • πŸ›  Productivity Tools

    • Mail Sender SU - mail sending application in Python using Click and tkinter
    • Pywebdoc - a CLI application to quickly open web documentation about Python
  • πŸ“Œ Others

πŸ”— Contribution to Rosetta Code: 21 Game in Ruby (gist)


πŸ“Š My Stats

Quentin18's github stats Most Used Languages

WakaTime stats

Waka Readme

Code Time

Lines of code

🐱 My GitHub Data

πŸ“¦ 626.9 kB Used in GitHub's Storage

πŸ† 161 Contributions in the Year 2025

πŸ’Ό Opted to Hire

πŸ“œ 35 Public Repositories

πŸ”‘ 25 Private Repositories

I'm an Early 🐀

🌞 Morning                2318 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   29.54 % 
πŸŒ† Daytime                3764 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   47.97 % 
πŸŒƒ Evening                1172 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   14.94 % 
πŸŒ™ Night                  592 commits         β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.55 % 

πŸ“… I'm Most Productive on Friday

Monday                   1219 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   15.54 % 
Tuesday                  1133 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   14.44 % 
Wednesday                1163 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   14.82 % 
Thursday                 1181 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   15.05 % 
Friday                   1891 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   24.10 % 
Saturday                 717 commits         β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   09.14 % 
Sunday                   542 commits         β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   06.91 % 

πŸ“Š This Week I Spent My Time On

πŸ•‘οΈŽ Time Zone: Europe/Paris

πŸ’¬ Programming Languages: 
Python                   19 hrs 13 mins      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘   84.59 % 
YAML                     1 hr 24 mins        β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   06.20 % 
Jupyter                  51 mins             β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   03.80 % 
TOML                     33 mins             β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   02.44 % 
Java                     12 mins             β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   00.94 % 

πŸ”₯ Editors: 
IntelliJ IDEA            22 hrs 43 mins      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   100.00 % 

πŸ’» Operating System: 
Linux                    22 hrs 43 mins      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   100.00 % 

I Mostly Code in Python

Python                   30 repos            β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   35.71 % 
C++                      13 repos            β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   15.48 % 
Jupyter Notebook         8 repos             β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   09.52 % 
Kotlin                   1 repo              β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   01.19 % 
Tcl                      1 repo              β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   01.19 % 

Last Updated on 24/03/2025 02:10:17 UTC


⭐️ From Quentin18

Pinned Loading

  1. gymnasium-search-race Public

    Gymnasium environments for the Search Race and Mad Pod Racing CG puzzles

    Python 4

  2. gymnasium-2048 Public

    Gymnasium environment for the game 2048

    Python 3 1

  3. advent-of-code Public

    πŸŽ„ My Advent of Code solutions

    Python

  4. road-segmentation Public

    Road segmentation using CNNs

    Jupyter Notebook 7 1

  5. mcts-cpp Public

    Monte Carlo Tree Search in C++

    C++ 2 1

  6. pathfinding.rb Public

    A pathfinding library in Ruby based on A* algorithm.

    Ruby 8 1