Projects
Research & Engineering Projects
Deep Learning for Ecology
AIMS South Africa · 2024
Applying deep learning models to ecological classification and species detection tasks. Explores convolutional and transformer-based architectures for biodiversity monitoring across African ecosystems.
Movie Recommender System — ML at Scale
AIMS South Africa · 2024
A scalable movie recommender system using Alternating Least Squares (ALS) matrix factorisation, capable of delivering personalised recommendations from both implicit and explicit user feedback at scale.
Civic Technology & Governance
Independent initiatives at the intersection of technology, democracy, and public accountability.
Kenya Economic Survey 2026 — Digest
Independent Civic Initiative · 2026
An accessible, interactive digest of Kenya's Economic Survey 2026, distilling key economic indicators, sectoral performance, and policy insights for the public. A contribution to techno-democracy — making government data understandable and actionable for every citizen.
Tools & Frameworks
Open-source libraries at the core of my research and engineering stack.
PyTorch
Python deep learning framework used across research projects — from computer vision models to weather prediction experiments with strong GPU acceleration.
Pandas
Flexible and powerful data analysis and manipulation library for Python. The foundation of every data pipeline and exploratory analysis in my workflow.
scikit-learn
Python machine learning library built on SciPy. Used for classical ML pipelines, model evaluation, and benchmarking alongside deep learning approaches.