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Quentin18/README.md

Hi, I'm Quentin Deschamps

LinkedIn Gmail

👨🏻‍💻 About Me

  • 💼 I'm currently Data Scientist & Data Engineer at Yanport.
  • 🎓 I've studied Data Science at EPFL in Lausanne 🇨🇭.
  • 🎓 I've studied Applied Mathematics & Computer Science at Polytech Sorbonne in Paris 🇫🇷.
  • 🏠 I'm living in Bourges 🇫🇷.
  • 🎵 I'm also passionate about music. I play the saxhorn, the euphonium and the tuba.

🛠 Tech Stack

👩‍💻 Programming Languages

Python C++ C R Ruby LaTeX JavaScript HTML5 CSS3

🤖 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

🛠️ Tools

Git GitHub GitLab Docker PyPI Postman CMake Overleaf

⌨️ IDE

IntelliJ IDEA PyCharm VSCode Colab

💻 OS

Linux Ubuntu Windows


🚀 My Projects

  • 🤖 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
  • 📈 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

  • 💻 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
  • 🔢 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
  • 🛠 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
  • 📌 Others

🔗 Contribution to Rosetta Code: 21 Game in Ruby (gist)


📊 My Stats

Quentin18's github stats Most Used Languages

WakaTime stats

Waka Readme

Code Time

Lines of code

🐱 My GitHub Data

📦 622.4 kB Used in GitHub's Storage

🏆 1,061 Contributions in the Year 2024

💼 Opted to Hire

📜 34 Public Repositories

🔑 24 Private Repositories

I'm an Early 🐤

🌞 Morning                1615 commits        ██████░░░░░░░░░░░░░░░░░░░   25.79 % 
🌆 Daytime                2674 commits        ███████████░░░░░░░░░░░░░░   42.71 % 
🌃 Evening                1221 commits        █████░░░░░░░░░░░░░░░░░░░░   19.50 % 
🌙 Night                  751 commits         ███░░░░░░░░░░░░░░░░░░░░░░   11.99 % 

📅 I'm Most Productive on Friday

Monday                   858 commits         ███░░░░░░░░░░░░░░░░░░░░░░   13.70 % 
Tuesday                  836 commits         ███░░░░░░░░░░░░░░░░░░░░░░   13.35 % 
Wednesday                872 commits         ███░░░░░░░░░░░░░░░░░░░░░░   13.93 % 
Thursday                 893 commits         ████░░░░░░░░░░░░░░░░░░░░░   14.26 % 
Friday                   1314 commits        █████░░░░░░░░░░░░░░░░░░░░   20.99 % 
Saturday                 831 commits         ███░░░░░░░░░░░░░░░░░░░░░░   13.27 % 
Sunday                   657 commits         ███░░░░░░░░░░░░░░░░░░░░░░   10.49 % 

📊 This Week I Spent My Time On

🕑︎ Time Zone: Europe/Paris

💬 Programming Languages: 
Python                   20 hrs 18 mins      ██████████████░░░░░░░░░░░   57.68 % 
Jupyter                  12 hrs 55 mins      █████████░░░░░░░░░░░░░░░░   36.72 % 
JSON                     32 mins             ░░░░░░░░░░░░░░░░░░░░░░░░░   01.52 % 
Markdown                 28 mins             ░░░░░░░░░░░░░░░░░░░░░░░░░   01.37 % 
YAML                     17 mins             ░░░░░░░░░░░░░░░░░░░░░░░░░   00.83 % 

🔥 Editors: 
IntelliJ IDEA            35 hrs 11 mins      █████████████████████████   100.00 % 

💻 Operating System: 
Linux                    35 hrs 11 mins      █████████████████████████   100.00 % 

I Mostly Code in Python

Python                   30 repos            █████████░░░░░░░░░░░░░░░░   36.14 % 
C++                      14 repos            ████░░░░░░░░░░░░░░░░░░░░░   16.87 % 
Jupyter Notebook         7 repos             ██░░░░░░░░░░░░░░░░░░░░░░░   08.43 % 
HTML                     7 repos             ██░░░░░░░░░░░░░░░░░░░░░░░   08.43 % 
Tcl                      1 repo              ░░░░░░░░░░░░░░░░░░░░░░░░░   01.20 % 

Last Updated on 26/11/2024 01:53:24 UTC


⭐️ From Quentin18

Pinned Loading

  1. gymnasium-search-race gymnasium-search-race Public

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

    Python 3

  2. gymnasium-2048 gymnasium-2048 Public

    Gymnasium environment for the game 2048

    Python 3 1

  3. advent-of-code advent-of-code Public

    🎄 My Advent of Code solutions

    Python

  4. road-segmentation road-segmentation Public

    Road segmentation using CNNs

    Jupyter Notebook 7 1

  5. mcts-cpp mcts-cpp Public

    Monte Carlo Tree Search in C++

    C++ 2 1

  6. pathfinding.rb pathfinding.rb Public

    A pathfinding library in Ruby based on A* algorithm.

    Ruby 8 1