Othman Sbai
Verified Expert in Engineering
Data Scientist and Machine Learning Developer
Limoges, France
Toptal member since December 13, 2021
Othman is a machine learning developer with a Ph.D. in computer vision and machine learning from the École des Ponts ParisTech. He has been developing algorithms to automate processes, working alongside large fashion and technology clients, and publishing his results at top-tier conferences. Othman is looking for projects that allow him to use computer vision and machine learning to build algorithms and prediction models to automate tasks and solve business problems efficiently and rigorously.
Portfolio
Experience
- Linux - 6 years
- PyTorch - 5 years
- Computer Vision - 5 years
- Machine Learning - 5 years
- Python - 5 years
- Deep Learning - 4 years
- Optimization - 4 years
- Statistics - 4 years
Availability
Preferred Environment
Linux, Python, PyTorch
The most amazing...
...iOS app I've developed automatically controls a drone to track a car on a racetrack while professionally filming a video of the race.
Work Experience
Facebook AI Research PhD Assistant
- Published at top-tier conferences like ECCV, NeurIPS, ICIP, and more.
- Developed generative models for the fashion design industry to support artists and designers.
- Performed large-scale experiments on a remote cluster of GPUs and reported the results in published papers.
Experience
IOS app for drone video shooting on a racetrack
From vision-based tracking to robotic control, app design, and path planning, I built the app from the ground up, using objective C and an Inspire 1 drone.
The project led to a presentation to the company executives.
Education
PhD in Computer Science
École des Ponts ParisTech - Champs-sur-Marne, Paris, France
Master's Degree in Informatics and Applied Mathematics
ENS Paris-Saclay - Gif-sur-Yvette, Paris, France
Bachelor's Degree in Computer Science
École des Ponts ParisTech - Champs-sur-Marne, Paris, France
Skills
Libraries/APIs
PyTorch, OpenGL
Languages
Python, Objective-C, HTML, JavaScript
Frameworks
Ruby on Rails 5
Platforms
Linux
Other
Machine Learning, Computer Vision, Deep Learning, Statistics, Optimization, Reinforcement Learning, 3D Modeling, Statistical Learning, Research, Experimental Research, Experimental Design, Publishing, Literature Review, Conference Speaking, Virtual Reality (VR)
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