Hussein Lezzaik
About Hussein Lezzaik
Hussein Lezzaik is a Machine Learning Engineer currently employed at Inria in Rennes, France, where he has worked since 2021. He has a background in robotics and deep learning, with experience in deploying models and integrating them into robotics software.
Work at Inria
Hussein Lezzaik has been employed at Inria as a Machine Learning Engineer since 2021. His role is based in Rennes, Brittany, France. During his tenure, he has focused on deploying machine learning models and enhancing their performance. He has utilized advanced technologies and methodologies to contribute to various projects within the organization.
Education and Expertise
Hussein Lezzaik holds a Master of Science in Robotics from Université de Technologie de Compiègne (UTC), where he studied from 2020 to 2021. Prior to that, he completed a Master of Engineering in Mechanical Engineering with a focus on Mechatronics at Lebanese University - Faculty of Engineering III from 2016 to 2020. His educational background provides a strong foundation in both robotics and engineering principles.
Background
Before joining Inria, Hussein Lezzaik gained diverse experience in various engineering roles. He worked as a Research Engineer at Ghaddar Machinery Co. for two months in 2020 in Lebanon. He also served as a Deep Learning Engineer at the American University of Beirut for three months in 2019. Additionally, he was a Teaching Assistant at Lebanese University from 2016 to 2018, where he supported engineering education.
Technical Skills and Projects
Hussein Lezzaik has demonstrated proficiency in machine learning and deep learning technologies. He has utilized a cluster of 52 GPUs for training deep models using PyTorch and Docker. His projects include developing a scalable deep learning model using Graph Neural Networks and Reinforcement Learning for multi-agent motion planning. He has also integrated deep learning models into robotics software using ROS2 and deployed models in real-time using APIs on V-Rep.
Previous Experience
Hussein Lezzaik has held various positions that contributed to his expertise in machine learning and robotics. He worked as a Data Scientist at Université de Technologie de Compiègne for five months in 2020-2021. His previous roles have equipped him with practical skills in model deployment, metrics design for model robustness, and scalability.