Hi, my name is
Ahmed Youssef
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 Brain Segmentation
Hybrid architectures for MRI segmentation.
BikeShare Demand Prediction
Predicting demand using AutoGluon and AWS.
Landmark Recognizer
CNN from scratch for landmark classification.
Model Reduction Techniques
Comparing model size reduction techniques.
Movie Recommendation System
Collaborative filtering for movie recommendations.
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 ActionWhat 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!
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!
Say Hello