Marawan Yakout
Computer scientist @ University of London · Machine Learning Research Intern @ DeepKapha Labs
About
A foundational researcher with undergoing Computer Science BSc - University of London with a focus on AI, Machine Learning, Data Science and DeepLearning. Passionate about research, reproducibility and high‑quality open‑source implementations.
What I work on
- Deep learning and generative models (e.g., diffusion for sky/cloud understanding).
- High‑performance C++ and Python systems for trading and large‑scale experiments.
- Applied AI research, model evaluation, and educational content.
Recent work
-
DDPM‑SKY‑CC – Diffusion model for Sky/Cloud analysis.
Code: github.com/MarawanYakout/DDPM-SKY-CC
A Context‑conditioned DDPM for generating and analyzing satellite cloud imagery using a NASA dataset of images with associated timestamps and wind‑speed annotations & embeddings, enabling conditional generation, robustness experiments, and rapid experimentation on small images (16×16) with scalability to larger sizes.
Contact
- GitHub: github.com/MarawanYakout
- LinkedIn: linkedin.com/in/marawanyakout
- YouTube: youtube.com/@centrified
- X/Twitter: twitter.com/MarawanYakout
- Email: [email protected]
- Email: [email protected]