Muhamed Essam

My daily routine makes me very updated with state of the art techniques
as I lead several groups of machine learning engineers. In Computer Vision field, i lead 
a team of computer vision engineers to deploy egyptian automatic offside system
and we had to use ViT, SWIN , DETR, DEIT and even CoAtnet in our attempts to seek the best model as we are doing 
Player Detection and Tracking, Ball Detection , Pose Estimation and Tracking , Team Player Classification , Homography Estimation
and we used very updated techniques in each subject.
In Tabular Data i had to use TabNet and Tab Transformer as they do great job with tabular data
In Natural Language Processing we are working on ai chatbot service so we use BERT, ROBERTA, GPT,
XLNet, T5 and many more SOTA in various fields.

Bachelors of Science : Mechatronics Engineering.

Master of Science : Data Science