Expand Léo BECHET's Resume
About Léo BECHET
Personal Introduction
Hello! I am Léo Bechet, a computational physicist and AI enthusiast with a strong passion for astronomy, optics, and computer science. Curious and analytical, I thrive on complex technical challenges and enjoy exploring interdisciplinary scientific problems. I am fluent in English (C1+) and French (native), with basic knowledge of Spanish and Japanese.
Professional Introduction
I hold a Master's degree in Computational Physics and am pursuing a PhD in energy-efficient algorithmic solutions. I specialize in computational physics, AI, and neural network development. My work blends scientific research with practical software development, including high-performance simulations, GPU programming, and hybrid neural network training methods.
Education
- PhD – Energy-efficient algorithmic solutions driven by data-intensive applications, Uppsala University
- Master 2 & Master 1 – Physics & Computational Physics, University of Bourgogne Franche-Comté
- Bachelor – Fundamental Physics, University of Bourgogne Franche-Comté
- Higher school preparatory classes – Physics-Chemistry & Engineering Science, Lycée Follereau
Research Experience
- Hybrid Gradient Propagation via DFA-Seeding, System 7 Lab, Tokyo University
- Stepper Motor-Based Laser Sweeping, FEMTO-ST
- 3D Extinction Mapping of the Milky Way using ANN, University of Bourgogne Franche-Comté
- Multidimensional Potential Energy Surfaces, University of Bourgogne Franche-Comté
- Space Battle Around a Black Hole Simulation, University of Bourgogne Franche-Comté
Projects
- GPU/CPU Optimized N-Body Simulation
- Conway’s Game of Life Stability Study
- Strange Attractor Visualizer
- Marching Cubes Algorithm Web Demo
- Web-Based 3D Raycast Renderer
Skills & Focus Areas
- Programming: Fortran, OpenMP, OpenACC, Python, JavaScript/HTML/CSS, NodeJS, C#, C, Bash, GLSL/HLSL
- Frameworks & Tools: TensorFlow, PyTorch, Jupyter, LaTeX, Docker, Fusion 360
- Numerical & Physical Simulations, Embedded Systems, Server Administration
Interests
- Astronomy & Astrophotography
- Optics and Experimental Chemistry
- Procedural Simulations & AI Research
- Photography, Image Processing, and Computer Graphics
Featured Projects
FeatherPress
A lightweight Node.js server designed to serve Markdown files as HTML web pages, featuring template injection, category indexes, syntax highlighting, LaTeX support, and flexible content organization.
View ProjectCellular Automata
A Python-based implementation of multiple Cellular Automata. The system supports CUDA kernels and implements hardware acceleration using GPU.
View ProjectMonte Carlon Rate-Equations
A high-performance Python simulation of particle aggregation using Numba for parallel processing. Features a custom multi-pass grid update and analysis with DFS and parallel Union-Find.
View ProjectN-Body using Fortran OpenMP and OpenACC
A high-performance Fortan N-Body simulation. The project contains a single threaded, a multi-threaded CPU OpenMP, and an OpenACC GPU approaches. Results can be verified using the conservation of energy.
View ProjectContact Léo BECHET
To discuss a potential project or to learn more, please get in touch.