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.

agriculture

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

other Draft

Cleva

Real-time AI proposal generation, built for Gijima.

Engineer

fintech

Curnance

Multi-asset fintech platform spanning admin, wallet, KYC, and a Go-based service monorepo.

Founding engineer

research

EEG microstate analysis with variational autoencoders

Source segmentation of EEG signals via variational autoencoders, including a GMM-VAE for soft clustering.

PhD researcher

hr

Etihuku document automation

End-to-end LLM document-generation system that cut manual creation time by 85% across three compliance regions.

Data Scientist

civic Draft

Centre for Financial Inclusion (Eswatini)

Web platform for Eswatini's Centre for Financial Inclusion.

Engineer

consulting Draft

Gatsheni Advisory

Advisory-firm platform covering client engagement, deliverables, and operations.

Engineer

health Draft

HIS Core

Backbone of a hospital/health information system. Patient registry, encounter records, and clinical workflows.

Engineer

research

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

health Draft

Predict-Dx

Diagnostic-prediction models from clinical features.

ML engineer

education Draft

Skills Hub

Learning-management platform with admin, API, and learner-facing surfaces.

Engineer

research

Variational autoencoder for SVHN

A VAE for the Street View House Numbers dataset, with an added clustering loss to sharpen latent separation.

Author

gis Draft

WebGIS

Browser-based GIS for visualising and querying geospatial data.

Engineer