Hi, I'm Maxence Leguéry

French engineering student specialized in computer science and machine learning

About Me

Passionate about creating innovative solutions through technology and continuous learning

Maxence Leguéry
👤

Name

Maxence Leguéry

🎂

Age

0

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Occupation

Engineering Student

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Location

Paris, France

I'm a passionate engineering student at ENSTA Paris, specializing in computer science and machine learning. My journey combines theoretical knowledge with practical applications, focusing on developing innovative AI solutions for real-world challenges.

Education

Master of Science in Engineering

2021 - 2025

ENSTA Paris, Palaiseau, France

Top 10 Graduate school of engineering in France. Specialization in computer science with focus on PyTorch, OpenCV, Machine Learning, and Deep Learning.

CPGE PTSI-PT*

2019 - 2021

Lycée Gustave Eiffel, Bordeaux, France

Advanced Physics and Mathematics Class. 2 years of intense preparation for application to graduate schools.

Baccalauréat S

2016 - 2019

Lycée Fernand Daguin, Mérignac, France

French national academic qualification after secondary education. Graduated with honor.

Professional Experience

My journey through internships and research positions in AI and computer science

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Lead Engineer Internship

Podtech

April 2025 - September 2025
📍Tokyo, Japan
  • Leaded a web application project for recommending the best itinerary for tourists in Japan
  • Deployed in production using Docker and AWS
  • Contributed to agentic AI projects

Technologies & Skills

PythonAgentic AIReactNextJSDockerAWSDevOps
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Engineer Internship in Deep Learning

Visionairy

February 2024 - August 2024
📍Paris, France
  • Implemented AI solutions for anomaly detection in industrial environments
  • Deployed machine learning models in production using Docker and Azure
  • Collaborated with cross-functional teams for smooth integration and continuous improvement of AI systems
  • Developed robust testing frameworks for ML model validation

Technologies & Skills

PyTorchPythonComputer visionDockerAzureOpenCVMLOps
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Research Internship in Deep Learning

U2IS Laboratory, ENSTA Paris

September 2023 - February 2024
📍Palaiseau, France
  • Conducted research on uncertainty estimation to mitigate overconfident AI model predictions
  • Collaborated with teacher-researcher, resulting in a paper submitted to CVPR
  • Contributed to advancing deep learning techniques for robust and reliable AI models
  • Implemented novel Bayesian neural network architectures

Technologies & Skills

PyTorchPythonComputer visionBayesian NetworksResearch
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Research Internship in General Relativity

CPHT, École Polytechnique

June 2023 - August 2023
📍Palaiseau, France
  • Studied quasinormal modes of different space-time geometries
  • Developed numerical methods for solving differential equations in curved spacetime
  • Published research on quasinormal modes in curved space-time
  • Implemented computational physics simulations using Python

Technologies & Skills

PythonMathematical ModelingNumerical AnalysisPhysics

Skills & Expertise

Overview of my technical skills and proficiency levels

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Programming Languages

Python95%
C/C++80%
TypeScript80%
Java70%
Rust60%
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AI & Machine Learning

PyTorch95%
Scikit-Learn85%
OpenCV80%
MLFlow70%
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Web Development

React75%
Next.js70%
Node.js70%
HTML/CSS60%
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Tools & Technologies

Git90%
Docker90%
Linux90%
CI/CD87%
AWS85%
Azure80%

Languages

🇫🇷

French

Native

🇺🇸

English

Fluent

🇪🇸

Spanish

Intermediate

🇯🇵

Japanese

Basic

Additional Expertise

Machine LearningDeep LearningComputer VisionLarge Language ModelsAI EngineeringSoftware ArchitectureResearchProblem Solving

Featured Projects

A showcase of my technical projects spanning graphics, AI, and software development

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C++ Raytracer Engine

A realistic 3D renderer with raytracing built from scratch using C++. Features CUDA acceleration for massive performance improvements and real-time rendering capabilities.

C++ Raytracer Engine

Key Features

  • Render triangles and polygons with triangle decomposition
  • Bounding Volume Hierarchy (BVH) optimization
  • Advanced material system with light emission, color, glossiness, transparency
  • Dynamic camera with adaptable parameters (FOV, image size)
  • SDL2 live screen with keyboard camera control
  • PNG export functionality
  • OBJ file format support

🛠️Technologies

C++CUDASDL2OpenGLLinear AlgebraComputer Graphics
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FixMatch Algorithm Implementation

Implementation of the FixMatch semi-supervised learning algorithm for training ML models with limited labeled data by leveraging pseudolabeling on unlabeled examples.

FixMatch Algorithm Implementation

Key Features

  • Semi-supervised learning implementation
  • Pseudolabeling for data augmentation
  • Consistency regularization techniques
  • State-of-the-art performance on benchmark datasets
  • Comprehensive evaluation metrics

🛠️Technologies

PythonPyTorchMachine LearningSemi-Supervised LearningData Augmentation
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3D Tetris Game

A modern 3D interpretation of the classic Tetris game, featuring enhanced graphics, smooth animations, and immersive gameplay mechanics.

3D Tetris Game

Key Features

  • 3D block mechanics and physics
  • Smooth rotation and movement animations
  • Multiple camera angles
  • Score tracking and level progression
  • Modern OpenGL rendering pipeline

🛠️Technologies

C++OpenGLGLFWGame Development3D Graphics
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Tabichan, an AI-Driven Travel Planner

Tabichan brings your travel ideas to life. Easily find the best travel experiences by chatting with Tabichan.

Tabichan, an AI-Driven Travel Planner

Key Features

  • Simply ask Tabichan where you want to go, what you want to do, or even just how you're feeling.
  • Tabichan instantly suggests unique tourist spots you've never seen before, tailored to your preferences.
  • Choose your favorite plan, book, and enjoy the best trip ever!

🛠️Technologies

Python SmolagentsAgentic AINextJSReactDockerAWS
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Parts selection application

Leverage specialized large language models to instantly recommend optimal parts from vast component databases. Our AI agent understands your requirements and finds the perfect match.

Parts selection application

Key Features

  • Simply describe what you need in natural language. Our AI understands context and asks clarifying questions.
  • Advanced algorithms search through multiple databases simultaneously, finding parts that match your exact specifications.
  • Get recommendations in seconds, not hours. Our AI processes your requirements and delivers results instantly.
  • Browse instantly though Monotaro, Castorama or SMC catalogs.

🛠️Technologies

Python SmolagentsAgentic AINextJSReactDockerAWS

Scientific Papers

Loading papers from ArXiv...

Get In Touch

I'm always excited to discuss new opportunities, collaborations, or just have a chat about technology and innovation

LinkedIn

LinkedIn

Connect with me professionally

maxence-leguery

💼Visit LinkedIn
GitHub

GitHub

Check out my GitHub repositories

maxenceleguery

🚀Visit GitHub
Email

Email

Send me a direct message

maxence.leguery@ensta-paris.fr

✉️Send Email

Let's Build Something Amazing Together

Whether you're looking for a passionate engineer, have an exciting project idea, or just want to discuss the latest in AI and technology, I'd love to hear from you!

🌍

Location

Paris, France

Response Time

Usually within 24 hours

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Interests

AI, ML, MLOps, Computer Graphics