Index · Projects
Production work across many verticals.
Each entry below summarises a project shipped or in-progress. Entries marked Draft are first-pass descriptions drawn from public repos and will be edited as I verify each one.
AI-assisted Farmer Call Center
Automated voice-response system letting farmers report issues via phone, SMS, or web and receive AI-routed answers.
Team engineer, Eswatini representative
Cleva
Real-time AI proposal generation, built for Gijima.
Engineer
Curnance
Multi-asset fintech platform spanning admin, wallet, KYC, and a Go-based service monorepo.
Founding engineer
EEG microstate analysis with variational autoencoders
Source segmentation of EEG signals via variational autoencoders, including a GMM-VAE for soft clustering.
PhD researcher
Etihuku document automation
End-to-end LLM document-generation system that cut manual creation time by 85% across three compliance regions.
Data Scientist
Centre for Financial Inclusion (Eswatini)
Web platform for Eswatini's Centre for Financial Inclusion.
Engineer
Gatsheni Advisory
Advisory-firm platform covering client engagement, deliverables, and operations.
Engineer
HIS Core
Backbone of a hospital/health information system. Patient registry, encounter records, and clinical workflows.
Engineer
Multilingual sentiment analysis for Swahili
Transformer models fine-tuned for sentiment classification of Swahili tweets; placed 4th of 29 in the Google NLP Hack Series.
Author
Predict-Dx
Diagnostic-prediction models from clinical features.
ML engineer
Skills Hub
Learning-management platform with admin, API, and learner-facing surfaces.
Engineer
Variational autoencoder for SVHN
A VAE for the Street View House Numbers dataset, with an added clustering loss to sharpen latent separation.
Author
WebGIS
Browser-based GIS for visualising and querying geospatial data.
Engineer