Muhamed Essam

a Forward Senior Executive, during 6 years of experience in ML and DL, He managed to deploy hundreds of real world projects, he also taught 4000+

students and he wrote 6 books. He is very updated to state of the art models in Deep Neural Networks.

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