About Me

Hello! I'm Ahmed, a passionate AI and Machine Learning Engineer with a deep-seated curiosity for creating intelligent systems that solve real-world problems and expand the limits of AI. My journey into AI began with a fascination for how data can be used to train AI to do almost anything, leading me to specialize in deep learning, particularly in the realms of Computer Vision and NLP. I thrive on the entire development lifecycle, from conceptualizing models and processing vast datasets to deploying robust, scalable applications on cloud platforms like AWS.

My project experience, from building complex MRI segmentation models with hybrid architectures to developing predictive demand systems and recommendation engines, reflects my commitment to hands-on learning and practical application. I am driven by the challenge of pushing the boundaries of what's possible and am always exploring new techniques, like model size reduction and building classifiers from the ground up, to drive innovation and creativity in the field of artificial intelligence.

Technical Skills

  • Python
  • PyTorch
  • TensorFlow
  • Scikit-learn
  • Pandas
  • NumPy
  • Matplotlib
  • AutoGluon
  • AWS
  • CNNs
  • Computer Vision
  • Git
  • Docker

My Projects

BEFUnet Project

BEFUnet Brain Segmentation

Hybrid architectures for MRI segmentation.

Bike Share Demand Project

BikeShare Demand Prediction

Predicting demand using AutoGluon and AWS.

Landmark CNN Project

Landmark Recognizer

CNN from scratch for landmark classification.

Model reduction techniques Project

Model Reduction Techniques

Comparing model size reduction techniques.

Recommendation System Project

Movie Recommendation System

Collaborative filtering for movie recommendations.

Movies demand Project

Investigating the Movies

EDA on the TMDB movies dataset.

...and for something completely different.

Sometimes, innovation isn't just about algorithms. It's about combining a love for technology with a love for... kunafa. Here's a look at a prototype dessert machine built with Arduino and a bit of creative engineering.

See It In Action

What I'm Building Now

Currently architecting an exciting new project leveraging Retrieval-Augmented Generation (RAG) and the power of vector databases. This venture into advanced generative AI aims to create a more intelligent, context-aware experience. Stay tuned for updates!

RAG Vector Databases Generative AI

Get In Touch

I'm currently open to new opportunities and collaborations. Whether you have a question or just want to say hi, my inbox is always open. I'll get back to you as soon as I can!