Marawan Yakout

Computer scientist @ University of London · Machine Learning Research Intern @ DeepKapha Labs

Black Hole

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Languages

Python

C++

Java

JavaScript

TypeScript

Bash

MATLAB

Frameworks & Tools

scikit-learn

Pandas

Wireshark

Cloud & DevOps

GCP

Azure

Kubernetes

Linux

Heroku

Jenkins

Travis CI

CircleCI

Databases

AI & Other Tools

PyTorch

OpenCV

Seaborn

D3.js

Selenium

3D & Creative

Blender

Arduino

Research

Recent Work

SERWED Diffusion Model • Satellite Imagery • Conditional Generation
GitHub: https://github.com/MarawanYakout/SERWED
A context-free DDPM (Denoising Diffusion Probabilistic Model) training pipeline for wind-speed imagery using pre-generated NASA Global Precipitation Measurement (GPM) satellite data, combined with NASA Geostationary Operational Environmental Satellite (GOES) imagery RI data to identify intense convective bursts noise for fully deterministic and reproducible experiments.

Project Status: Completed - on arXiv / under review

Paper and full quantitative results link soon to be added