Elsayed Mohamed

AI & Software Engineering Innovator

Driven by passion and guided by discipline, I'm a Professional Machine Learning Engineer & Researcher with a BSc degree in Electronics & Communications Engineering.

With 5+ years of experience in various startups and as a freelancer, I've tackled a diverse set of challenges. My expertise spans software & hardware, from building apps and designing drones to developing cutting-edge machine learning applications. I'm constantly experimenting with new ideas and technologies, driven by an insatiable curiosity to learn and innovate.

My focus is on developing deep/high tech and building Machine Learning solutions that deliver real value to businesses. I've contributed to multiple groundbreaking projects across various domains:

• Advanced Medical Imaging @ PaxeraHealth:
  • Architected fast 3D tumor segmentation solutions for kidney, pancreas, and colon
  • Achieved state-of-the-art inference times in 2D and 3D pipelines
  • Implemented 2D segmentation using the SAM model
  • Developed an AutoML pipeline for x-ray and OCT imaging
• AI-Powered Documentation @ PaxeraHealth:
  • Created a robust FAQ solution using advanced NLP techniques
  • Collaborated with cutting-edge language models (OpenAI, Llama2/3, Mixtral, Phi2/3)
  • Fine-tuned Vision Language Models (VLM) for medical applications
• Tuba Auto-Annotation AI-Vision Platform @ DevisionX:
  • Led development of auto-labeling tools using Vision Transformer models
  • Optimized AutoML pipeline for image classification and object detection
  • Conducted research on vector quantization VQVAE for interpretable classifiers
• AI-Powered e-KYC Platform @ Digified:
  • Built machine learning models for reading Egyptian ID data
  • Developed text de-noising and segmentation autoencoder models
• Access Control Solutions @ PassApp:
  • Engineered pipelines for license plate recognition and face matching
  • Created solutions for Egyptian national ID number recognition

I firmly believe that the fusion of technical innovation and community engagement is at the core of advancing engineering as a discipline. My commitment to both technical excellence and community-driven initiatives is the driving force behind my vision.