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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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### πŸ‘¨πŸ»β€πŸ’» About Me

- πŸ’Ό I'm currently Data Scientist & Data Engineer at [Yanport](https://www.yanport.com/).
- πŸŽ“ I've studied Data Science at [EPFL](https://www.epfl.ch/fr/) in Lausanne πŸ‡¨πŸ‡­.
- πŸŽ“ I've studied Applied Mathematics & Computer Science at [Polytech Sorbonne](https://www.polytech.sorbonne-universite.fr) in Paris πŸ‡«πŸ‡·.
- 🏠 I'm living in Bourges πŸ‡«πŸ‡·.
- 🎡 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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### 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

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### πŸš€ My Projects

- πŸ€– **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

- πŸ“ˆ **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

- πŸ’» **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

- πŸ”’ **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 SchΓΆnhage–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

- πŸ›  **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

- πŸ“Œ **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

πŸ”— 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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### πŸ“Š 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-5%2C336%20hrs%2017%20mins-blue)

![Lines of code](https://img.shields.io/badge/From%20Hello%20World%20I%27ve%20Written-5.6%20million%20lines%20of%20code-blue)

**🐱 My GitHub Data**

> πŸ“¦ 626.8 kB Used in GitHub's Storage
>
> πŸ† 120 Contributions in the Year 2025
>
> πŸ’Ό Opted to Hire
>
> πŸ“œ 35 Public Repositories
>
> πŸ”‘ 25 Private Repositories
>
**I'm an Early 🐀**

```text
🌞 Morning 2264 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–‘ 29.14 %
πŸŒ† Daytime 3809 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–‘ 49.03 %
πŸŒƒ Evening 1128 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–‘ 14.52 %
πŸŒ™ Night 568 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–‘ 07.31 %
```
πŸ“… **I'm Most Productive on Friday**

```text
Monday 1234 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–‘ 15.88 %
Tuesday 1146 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–‘ 14.75 %
Wednesday 1149 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–‘ 14.79 %
Thursday 1178 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–‘ 15.16 %
Friday 1859 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–‘ 23.93 %
Saturday 671 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–‘ 08.64 %
Sunday 532 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–‘ 06.85 %
```

πŸ“Š **This Week I Spent My Time On**

```text
πŸ•‘οΈŽ Time Zone: Europe/Paris

πŸ’¬ Programming Languages:
Python 17 hrs 28 mins β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘ 71.42 %
Jupyter 2 hrs 42 mins β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 11.05 %
JSON 1 hr 32 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–‘ 06.31 %
YAML 52 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–‘ 03.55 %
Java 44 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–‘ 03.03 %

πŸ”₯ Editors:
IntelliJ IDEA 24 hrs 28 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 24 hrs 28 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**

```text
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–‘ 36.14 %
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–‘ 15.66 %
Jupyter Notebook 7 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–‘ 08.43 %
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–‘ 01.20 %
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–‘ 01.20 %
```

Last Updated on 17/02/2025 02:03:34 UTC

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