Hello, I'm
Pierre Cavalier

Looking for a position as a junior data scientist

Master's degree in Mathematics and AI from Paris Saclay University

About Me

Academic career

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2022-2024
Master Mathematics and Artificial Intelligence

Shared with CentraleSupélec, Polytechnique and MVA Master.


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2021-2022
Curriculum engeering

First year completed at the French engineering school Centrale Supelec. I realized that the learning methods offered did not suit my learning style. I needed to gain a deeper understanding of the tools I was using in order to fully grasp how they worked.


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2018-2021
Double degree in Mathematics and Physics

Obtained with highest honours. 3rd year shared with ENS Paris-Saclay.

Experience

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July to September 2024
Research Assistant

Working on the KAGRA experiment supervised by Prof Hirotaka Takahashi.


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April to July 2023
Research Assistant

Working on the Fink project supervised by Julien Peloton.


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June to July 2021
Research Assistant

Working on Swarm Robotics supervised by Olivier Dauchot.

Portfolio

Check my projects !

Most of the report are written in French, but githubs are in english.

Brownian noise reduction for gravitational wave detection
4-months intership at Kamioka Gravitationnal Wave Detector (KAGRA) at Tokyo City University
Anomaly detection for Fink
4-months intership at Fink at Paris Saclay University
Kilobot modelisation
2-months intership at Gulliver at PSL
Discord bot
Friend server use only
Residual Networks
Analysis of the paper Deep Residual Learning for Image Recognition
Supervised learning
Wine quality prediction and celestial object classification
Co-clustering
Study of the latent topic block model
Modelisation of a Blob
Based on a meshgrid using Poiseuille Law
Reinforcement learning
Use and evaluation of Ada-FP algorithm

Skills

Skills acquired through my studies or side projects

Programming language
Python

Python

C++

C++

R

R

Matlab

Matlab

Specific Python Packages
Pytorch

Pytorch

Keras

Keras

Tensorflow

Tensorflow

Astropy

Astropy

Pandas

Pandas

Database and Distributed System
MongoDB

MongoDB

SQL

SQL

Spark

Spark

Hadoop

Hadoop

Docker

Docker

Web
HTML

HTML

CSS

CSS

NodeJS

NodeJS

Vue.js

VueJS

Javascript

Javascript

Other
Git

Git

Unix

Unix

LaTeX

LaTeX

Photoshop

Photoshop

Vegas Pro

Vegas Pro

Interests

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Fencing

Department champion
3rd in FFSU Regional tournament per team

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Climbing

Bouldering: 6c
Lead climbing: 6b+

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Physics

Astronomy
Quantum Mechanics
Statistical Physics

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Workout

Gym and Calisthenics
SBD: 350kg/770lbs

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Nutrition

Macronutrients
Micronutrients
Food Virtues

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AI

Deep Learning
Unsupervised learning
Graphs

Contact me