Projects
CUWALID - Down2Earth Team
Collaborated with the Down2Earth Team to develop a Python PyPi package for forecasting water hazards in the HAD region of Africa and other areas. Initially part of a university internship, later continued post-internship.
Keskow Language
Developing an AI-driven language learning app using Flutter, where users practice languages by interacting with a large language model (Gemini). Firebase is integrated for authentication and cloud storage.
Cloud Cover U-Net
An AI model using the U-Net architecture created to detect cloud coverage from satillite images. Trained using PyTorch and open-source data. Check out the GitHub repo for more information.
Boids Algorithm Website
Created a website showcasing the Boids algorithm by Craig Reynolds, simulating flocking behavior in animals like birds and fish. The project was the basis of a game built for a university competition, earning 1st place.
Celebrity GAN Image Generator
Trained a Generative Adversarial Network (GAN) to generate artificial celebrity images. The model was trained on a dataset of celebrity photos, creating realistic but non-existent individuals as part of a personal project.
Neural Networks From Scratch
A neural network framework built with core python (no numpy tensorflow etc). Implementing MLP's, Backpropagation and more from scratch.