What did I study?
- World’s leading university in mathematics (ARWU)
- Courses (1st semester):
- Advanced learning for text and graph data (M.VAZIRGIANNIS)
- Convex optimization and applications in machine learning (A. D’ASPREMONT)
- Geometric data analysis (J. FEYDY)
- Introduction to probabilistic graphical models and deep generative models (P. LATOUCHE, P.A. MATTEI)
- Learning for time series (L. OUDRE)
- Object recognition and computer vision (G. VAROL, I. LAPTEV, J. PONCE)
- Courses (2nd semester): to be coming...
- Student representative
- Courses: statistical theory and methods, machine learning, computer vision, complex systems engineering, risk management (GPA: 4.0)
- Student representative, active participation in various events (student council campaign, open days, etc.)
- Courses: automatics, robotics, cyber‑physical system, multiphysics modelling
- Courses: data mining, machine learning, system programming, embedded systems (GPA: 3.7)
What did I do?
Eviden
AI & Computer Vision Research Intern
Feb. 2023 ‑ Aug. 2023
- Big Data & Security division, European project PREVENT PCP
- Detection of abandoned luggage in video streams to improve station safety and limit false alerts. Keywords: object detection, tracking, pose estimation, re‑identification
- Implementation of score‑based object/owner association algorithms.
MBDA
Embedded AI Intern
Apr. 2022 ‑ Sep. 2022
- Implementation of communication protocols, creation of an embedded Linux image on a Xilinx Zynq card, setting up a Vitis AI Docker environment, development of an image classification model.
What do I know?
Python
R
MATLAB (Simulink)
SQL
Keras
Tensorflow
PyTorch
OpenCV
Pandas
NumPy
Scikit‑learn
Matplolib
ggplot2
Shell
Windows
Linux
Linux Tools
CUDA
Docker
Slurm
LaTeX
Markdown
Jupyter
Git
What have I experimented with?
PRISME Laboratory
Research project for medical applications
Feb. 2022 ‑ Apr. 2022
- Detection and tracking of micro‑scale magnetic robots on an ultrasound dataset. Keywords: YOLOv5, ECO tracker
TalTech Embedded AI Research Lab
End of semester project
Nov. 2021 ‑ Jan. 2022
- Garage door cycle detection model from accelerometric dataset on an STM32 board with X‑CUBE‑AI. First prize 250€