Corentin Perdrizet

AI Engineering Student

01.

About Me

Actually AI / Data-Science engineer intern at Thales based in Singapore, I am in the final year of an engineering degree, specializing in Artificial Intelligence at Enseirb-Matmeca, Bordeaux graduate school of engineering.

Developed Skills:

Python

TensorFlow

PyTorch

Machine Learning

Deep Learning

Reinforcment Learning

Natural Language Processing

Large Language Model

Java

Javascript

Typescript

C++

SQL

HTML

CSS

View my Resume

02.

Education

2025

2022

Engineering School in Computer Science

Enseirb-Matmeca, Talence

Currently completing the 3rd and final year in the field of computer science, specializing in artificial intelligence.
Three-year program leading to an engineering degree (Master's level).

Algorithms, Programming, Data Science, Engineering, Artificial Intelligence

Preparatory Classes for Engineering Schools

Lycée Camille-Jullian, Bordeaux

Intensive undergraduate course in mathematics and physics (MPSI-MP Track).

Analysis, Algebra, Physics, Engineering Science

2022

2020

2020

2017

Scientific Baccalaureate

Lycée Nord Bassin - Simon Weil, Andernos-Les-Bains

Scientific Baccalaureate with a Mathematics option

03.

Professional Experience

Intern - AI / Data-Science

Thales - Singapore
May - October 2025

Intern - AI Developer

Scalable Software System Group - Technische Universität Berlin
July - September 2024

Development of AI models for low-earth-orbit satellites:
Developed, deployed, and tested lightweight image recognition models enabling autonomous operation on low-resource devices without a remote server. These models allow satellites to detect critical images, such as wildfires or climate change progression, and transmit them to Earth.

Summer Job Experiences

2019 - 2023

July - August
2023 ► Kitchen Assistant and Dishwasher - Pizzeria des Bois, Le Porge

July - August
2021 ► Server and Sales Associate - Camping Les Pastourelles, Lège-Cap Ferret

Since
2020 ► Private Tutor - Mathematics and Physics

August - November
2019 ► Versatile Team Member - McDonald's, Arès

04.

Portfolio

Alzheimer Detection from Brain MRI

Developed a method to detect Alzheimer stages using 3D brain MRI, leveraging U-Net architectures and strategies such as 2D slices and 3D patches.

TensorFlow, Deep Learning, Computer Vision, CNN, U-net, 2D/3D Processing

Nematode Detection for Pine Preservation

Developed a computer vision model to detect and count nematodes in microscopic samples to monitor their spread and prevent pine destruction.

Computer Vision, TensorFlow, Deep Learning, Image Analysis

Machine Learning - Go Player

Developed a high-performance AI model to play the game of Go, integrating advanced search algorithms and machine learning techniques to analyze moves and optimize gameplay.

PyTorch, Machine Learning, Search Algorithm

Poetry Generation using Transformers

Developed an AI model to generate poetry by fine-tuning a Transformer-based architecture on a dataset of poems, leveraging advanced sequence modeling techniques for creative text generation.

Transformers, Text Generation, Fine-Tuning

Reinforcement Learning in Grid-Based Environments

Developed and implemented reinforcement learning algorithms for navigating grid-based environments with stochastic transitions and rewards.

Markov Decision Processes, SARSA, Q-Learning, Monte Carlo

Optimal Neural Network Hyperparameter Search

Developed a genetic algorithm to optimize hyperparameters of neural networks, improving model performance through evolutionary computation.

Genetic Algorithms, Hyperparameter Tuning, Machine Learning Optimization

Safe Route Recommendations for Micromobility

Developed a cross-platform application using data processing and multi-criteria optimization to recommend safer routes for bikes and scooters in urban areas.

Python, Java, SQL, JavaScript, Android, React

Game Development and Heuristics

Developed multiple games, including heuristics for two board games (Mansuba and Amazon) and a Tower Defense game.

C, JavaScript, HTML, CSS, Client/Server Architecture, Teamwork

Carpooling Project with Database Integration

Developed a relational database and interface for campus carpooling, covering data modeling, user management, trip planning, and feedback features.

SQL, PHP, HTML, CSS

Waste Collection Robot

Programmed and optimized the path of a waste-collecting robot to avoid obstacles.

Graph Theory, Path Weighting, Path Optimization

Numerical Algorithm Projects

A series of projects focused on numerical algorithms, including wave modeling, multi-link pendulums, wing pressure calculations, Lagrange points, among other complex problems.

Python, Analysis, Algebra, Applied Mathematics

Smooth Curve Fitting

A personal applied mathematics project presented at the University of Paris: Studied, designed, and implemented solutions using clothoid curves to minimize traffic accidents.

Applied Mathematics, Integral and Differential Calculus, Analysis, Python

05.