About me
I'm a PhD student who loves working on machine learning applications. Right now, I am working on Multi-view 3D Human Pose Estimation.
My main professional interests include:
- Deep Learning
- Computer Vision
- Programming and Software Automation
- 3D Pose Estimation
Open Source Projects
Experiences
- Working on Multi-view 3D Human Pose Estimation.
- Leading researcher for DeepSportLab project on combining 2D Human Pose Estimation and Segmentation resulting in a publication to BMVC 2021.
- Granted FRIA scholorship by FNRS.
Advisor: Prof. Christophe De Vleeschouwer
I was one of the lead researchers working on the Game State Reconstruction task. This task was about recovering the position of every person involved in the game on the pitch,
CVSports SoccerNet Challenge
I stayed at École Polytechnique Fédérale de Lausanne (EPFL) as a visiting PhD for three months from July to September. My international stay at the VITA lab was marked by one-on-one meetings with Prof. Alahi, active participation in group meetings, and collaborations with diverse lab members
Advisor: Prof. Alexandre Alahi
A 10-day workshop connecting AI research labs of Belgium held in Nantes, France. I was part of a team working on capturing accurate avatars from a VR motion signals
Working with 4 other colleagues on a framework performing human pose estimation, segmentation, and ball detection for sports scenes utilizing a single backbone. Published in BMVC 2021.
I was part of an interdisciplinary project joint with the NeuroScience department at UCLouvain working on the extraction of vestibular patients’ movement information. This included timing prediction and step counting based on 2D human poses from monocular videos of the patients in hospitals.
I was one of the Teaching Assistants for the graduate course of Machine Learning at UCLouvain for two consecuative years.
Used approximate computing to improve the efficiency of LSTM recurrent neural networks.
Design and implementation of a flame ionization detector (FID) and power supply circuit.
Design and implementation of a Wi-Fi connected smart LED lamp controllable with an Android application.