Mohamed Abdelkarim

Passionate Machine learning Engineer with 3.5+ years of Experience in Deep learning & Computer Vision. Graduated from Cairo University Faculty of Engineering with grade of (Excellent with honors, 15th in patch) . At Siemens, Developed novel multiple deep learning models in QA enhancing testing & decreasing testing time by 90% . Seeking to become a skilled Machine learning Engineer & Researcher.

Machine Learning projects

• Semantic segmentation, optical flow, saliency maps.
• Image classification using training/transfer learning.
• Speech processing and classification.
• Classical Image processing.
• Multi-object tracking.
• Image-to-image translation using GANs & Auto-encoders.
• Graph Neural networks.
• Hyper parameters Optimization, AutoML.

• Action detection.

• Generative ML projects using GANs, LLMs, Diffusion models.

GP titled "Using Eye-gaze tracking and imitation
learning to improve autonomous driving"
• The project is based on deep learning and computer vision technically supported by Valeo Egypt, ONE Lab in Cairo university & ihub, financially sponsored by ASRT & Itida.

• Won the 1st place in "Novel Intelligent and Leading Emerging Sciences Conference NILES2020" graduation project competition.
• The project is one of the top 20 artificial intelligence graduation projects in DELL EMC's "Envision the future" regional competition in MENA.

Real time car Breakdowns Checker using OBD-ll protocol & IOT Technology ( "IOTOPIA STARTUP" for 3-days Maker Hackathon )

Complete Microprocessor using FPGA and VHDL

Pre-master's: Data Science and Big Data

• TCP-Net++: Test Case Prioritization Using End-to-End Deep Neural Networks - Deployment Analysis and Enhancements paper at The 5th IEEE International Conference on Artificial Intelligence Testing (AITest 2023)
• TCP-Net: Test Case Prioritization using End-to-End Deep Neural Networks paper at the 2nd International Workshop on Artificial Intelligence in Software Testing (AIST22)
• GG-Net: Gaze Guided Network for Self-driving Cars paper at Electronic Imaging Autonomous Vehicles and Machines (AVM21)