Marawan Yakout
Computer scientist @ University of London · Machine Learning Research Intern @ DeepKapha Labs
About
Reume is available for download below.
Languages
Frameworks & Tools
Cloud & DevOps
Databases
AI & Other Tools
3D & Creative
Research
Latest Work
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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.