List of projects I worked on recently...
Cameroon Air Quality Prediction Project : End-to-End machine learning system designed to predict air quality across the ten major cities of Cameroon. By leveraging satellite data, weather information, and advanced machine learning workflows, this project eliminates the need for unreliable ground-based sensors in resource-constrained settings.The system is fully autonomous, and get better over time with automatic model retraining and redeployment when drift is detected.
Minigrad: MiniGrad is a minimalistic autograd engine and neural network library implemented in Python. It is designed to be simple, lightweight, and educational, making it a great tool for understanding the fundamentals of backpropagation and neural networks.
Graph Algorithm Visualizer: A graph algorithm visualizer made in Js, helps understand algorithms like Djikstra and Kruskal.
Sorting Algorithm Visualizer: A visualizer for sorting algorithms like Bubble Sort, Insertion Sort, Quick Sort, Merge Sort