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https://github.com/quentin18/quentin18

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https://github.com/quentin18/quentin18

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Hi, I'm Quentin Deschamps 






    

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### 👨🏻‍💻 About Me



- 💼 I'm currently Data Scientist & Data Engineer at [Yanport](https://www.yanport.com/).

- 🎓 I've studied Data Science at [EPFL](https://www.epfl.ch/fr/) in Lausanne 🇨🇭.

- 🎓 I've studied Applied Mathematics & Computer Science at [Polytech Sorbonne](https://www.polytech.sorbonne-universite.fr) in Paris 🇫🇷.

- 🏠 I'm living in Bourges 🇫🇷.

- 🎵 I'm also passionate about music. I play the [saxhorn](https://en.wikipedia.org/wiki/Saxhorn), the [euphonium](https://en.wikipedia.org/wiki/Euphonium) and the [tuba](https://en.wikipedia.org/wiki/Tuba).



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### 🛠 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




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### 🚀 My Projects



- 🤖 **Machine Learning**



    * [Road Segmentation](https://github.com/Quentin18/road-segmentation) - segmentation of satellite images by detecting roads using CNNs

    * [Higgs Boson challenge](https://github.com/Quentin18/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](https://quentin18.github.io/newspapers/) - determining the political orientation of newspapers through quotes analysis

    * [PGA Tour Data Analysis](https://quentin18.github.io/pga-tour/) - data analysis of PGA golfers statistics between 2010 and 2020



- ⚡ **High Performance Computing**



    * [Exact Cover Parallel](https://github.com/Quentin18/exact-cover-parallel) - parallelization of the *Exact cover* problem using MPI and OpenMP



- 💻 **Algorithmics**



  * [Advent of Code](https://github.com/Quentin18/advent-of-code) - my Advent of Code solutions

  * [MCTS](https://github.com/Quentin18/mcts-cpp) - Monte Carlo Tree Search implementation in C++

  * [Fsmdot](https://github.com/Quentin18/fsmdot) - implementation of finite-state machines and exportation to dot format

  * [Pathfinding in Ruby](https://github.com/Quentin18/pathfinding.rb) - a pathfinding library in Ruby based on A* algorithm

  * [A* Visualizer](https://github.com/Quentin18/astar-visualizer) - A* pathfinding visualizer in Ruby

  * [ABR](https://github.com/Quentin18/ABR) - binary search trees in C

  * [DFS](https://github.com/Quentin18/DFS) - Depth-First Search algorithm and applications in C



- 🔢 **Mathematics**



    * [Affapy](https://gitlab.lip6.fr/hilaire/affapy) - a Python library for multiprecision Affine Arithmetic

    * [Modular arithmetic](https://github.com/Quentin18/modular-arithmetic) - implementation of modular arithmetic in C for integers and polynomials

    * [FFT - Fast Multiplication](https://github.com/Quentin18/fft-fast-multiplication) - implementation of Schönhage–Strassen algorithm in MATLAB

    * [Model-Developpement-Bacteries](https://github.com/Quentin18/Model-Developpement-Bacteries) - analysis of differential equations about bacteria development using Python

    * [Ulam sequences](https://github.com/Quentin18/ulam-sequences) - resolution of the problem 167 of *Project Euler* about Ulam sequences

    * [Matplotlib fractals](https://github.com/Quentin18/Matplotlib-fractals) - a collection of fractals in Python using matplotlib



- 🎲 **Games**



  * [Gymnasium Search Race](https://github.com/Quentin18/gymnasium-search-race) - gymnasium environments for the Search Race and Mad Pod Racing CG puzzles

  * [Gymnasium 2048](https://github.com/Quentin18/gymnasium-2048) - gymnasium environment and game-playing agents for the Game 2048

  * [Quoridor Online](https://github.com/Quentin18/Quoridor-Online) - client and server to play the strategy board game *Quoridor* using pygame

  * [1000 Bornes](https://github.com/Quentin18/1000-Bornes) - a pygame version of the famous French card game *1000 Bornes*

  * [Ladders Game](https://github.com/Quentin18/Ladders-Game) - a variation of the game *Snakes and Ladders* in Python

  * [Sherlock 13](https://github.com/Quentin18/Sherlock13) - an online game in C language with SDL2 graphics for 4 players



- 🛠 **Productivity Tools**



    * [Mail Sender SU](https://github.com/Quentin18/Mail-Sender-Sorbonne-Universite) - mail sending application in Python using Click and tkinter

    * [Pywebdoc](https://github.com/Quentin18/pywebdoc) - a CLI application to quickly open web documentation about Python



- 📌 **Others**



    * [Ecosystem simulation](https://github.com/Quentin18/ecosystem) - simulation of a simple ecosystem in C++ using SFML

    * [Line Track Designer](https://github.com/Quentin18/Line-Track-Designer) - a Python library to design line following tracks for robots

    * [Synthesizer MIPS](https://github.com/Quentin18/Synthesizer-MIPS) - a musical synthesizer in MIPS assembly language



🔗 Contribution to [Rosetta Code](http://rosettacode.org/wiki/Rosetta_Code): [21 Game in Ruby](http://rosettacode.org/wiki/21_Game#Ruby) ([gist](https://gist.github.com/Quentin18/095ad051a84028c7ca65762c07730ef8))



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### 📊 My Stats





    Quentin18's github stats

    Most Used Languages




WakaTime stats



![Waka Readme](https://github.com/Quentin18/Quentin18/workflows/Waka%20Readme/badge.svg)



![Code Time](http://img.shields.io/badge/Code%20Time-6%2C740%20hrs%2016%20mins-blue?style=flat)



![Lines of code](https://img.shields.io/badge/From%20Hello%20World%20I%27ve%20Written-6.81%20million%20lines%20of%20code-blue?style=flat)



**🐱 My GitHub Data** 



> 📦 635.0 kB Used in GitHub's Storage 

 > 

> 🏆 59 Contributions in the Year 2026

 > 

> 💼 Opted to Hire

 > 

> 📜 36 Public Repositories 

 > 

> 🔑 26 Private Repositories 

 > 

**I'm an Early 🐤** 



```text

🌞 Morning                3728 commits        █████████░░░░░░░░░░░░░░░░   35.28 % 

🌆 Daytime                4752 commits        ███████████░░░░░░░░░░░░░░   44.97 % 

🌃 Evening                1356 commits        ███░░░░░░░░░░░░░░░░░░░░░░   12.83 % 

🌙 Night                  731 commits         ██░░░░░░░░░░░░░░░░░░░░░░░   06.92 % 

```

📅 **I'm Most Productive on Friday** 



```text

Monday                   1826 commits        ████░░░░░░░░░░░░░░░░░░░░░   17.28 % 

Tuesday                  1620 commits        ████░░░░░░░░░░░░░░░░░░░░░   15.33 % 

Wednesday                1682 commits        ████░░░░░░░░░░░░░░░░░░░░░   15.92 % 

Thursday                 1517 commits        ████░░░░░░░░░░░░░░░░░░░░░   14.36 % 

Friday                   2389 commits        ██████░░░░░░░░░░░░░░░░░░░   22.61 % 

Saturday                 883 commits         ██░░░░░░░░░░░░░░░░░░░░░░░   08.36 % 

Sunday                   650 commits         ██░░░░░░░░░░░░░░░░░░░░░░░   06.15 % 

```



📊 **This Week I Spent My Time On** 



```text

🕑︎ Time Zone: Europe/Paris



💬 Programming Languages: 

Python                   12 hrs 48 mins      ███████████████░░░░░░░░░░   59.38 % 

Java                     3 hrs 13 mins       ████░░░░░░░░░░░░░░░░░░░░░   14.97 % 

Jupyter                  1 hr 30 mins        ██░░░░░░░░░░░░░░░░░░░░░░░   06.99 % 

Markdown                 1 hr 7 mins         █░░░░░░░░░░░░░░░░░░░░░░░░   05.23 % 

YAML                     1 hr 4 mins         █░░░░░░░░░░░░░░░░░░░░░░░░   04.98 % 



🔥 Editors: 

IntelliJ IDEA            21 hrs 34 mins      █████████████████████████   100.00 % 



💻 Operating System: 

Linux                    21 hrs 34 mins      █████████████████████████   100.00 % 

```



**I Mostly Code in Python** 



```text

Python                   28 repos            █████████░░░░░░░░░░░░░░░░   35.00 % 

C++                      13 repos            ████░░░░░░░░░░░░░░░░░░░░░   16.25 % 

Jupyter Notebook         9 repos             ███░░░░░░░░░░░░░░░░░░░░░░   11.25 % 

Kotlin                   1 repo              ░░░░░░░░░░░░░░░░░░░░░░░░░   01.25 % 

Tcl                      1 repo              ░░░░░░░░░░░░░░░░░░░░░░░░░   01.25 % 

```



 Last Updated on 24/01/2026 02:13:23 UTC



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⭐️ From [Quentin18](https://github.com/Quentin18)