IMG Media Quality Intern @Apple Summer 2020
Worked on deep models to understand video subjective quality.
Researched deep architectures for image quality assessments.
Applied Research Intern @Intuitive Surgical Summer 2018
Worked on next generation surgical robotics systems.
Developed a novel IMU orientation filter that has been filed to be a patent.
Solved multi-rate sensor data fusion problems.
Software R&D Engineer (Autonomous Driving Algorithms) @Avelabs 2016 - 2017
Developed real-time deep learning based object tracking layer for multi RADAR sensors.
Developed real- time lane, road, objects and traffic sign detection deep learning based solutions.
Technical leadership of the algorithms team.
Software R&D Engineer (Autonomous Driving Algorithms) @Valeo 2015 - 2016
Designed an algorithm that processed ultrasonic sensor raw data to detect and track multi-objects using unsupervised deep learning, the proposed solution is patented.
Developed a static mapping parking algorithm for autonomous vehicles using EKF.
Software Engineer @ITWorx 2014 - 2015
Designed, executed, assessed and troubleshoot software programs and web based applications.
From 2011 to 2014 I ran a startup in AR/VR alongside working as a freelancer in machine learning with CV focus.
PhD in Electrical and Computer Engineering @The University of Texas at Austin (UT) 2017- 2022
● Research topic: Predicting trajectories of autonomous and non-autonomous objects in the environment.
● I was part of Mobile Automation and Sensing Systems lab @UT Austin led by my advisor Prof: Christian Claudel
(UT/ Toyota connected NOAM) and my advisor Prof: Ahmed Tewfik (UT/ Apple) while being co-advised by Prof:Mohamed Elhoseiny (FAIR/ KAUST/ Stanford).
MSc in Transportation Engineering @The University of Texas at Austin (UT) 2017- 2019
● Research topic: Predicting future trajectories of pedestrians using deep graph nets.
● Supervised by: Prof: Christian Claudel (UT/ Toyota connected NOAM).
BSc of Electronics, Communication and Computer Engineering @Helwan University 2007- 2012