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.

  1. Team engineer, Eswatini representative

    AI-assisted Farmer Call Center

    Automated voice-response system letting farmers report issues via phone, SMS, or web and receive AI-routed answers.

    agriculture featured Links Live site Code

    Python · Voice AI · Twilio

  2. Founding engineer

    Curnance

    Multi-asset fintech platform for African markets. Seven production services spanning a double-entry ledger, tiered KYC/KYB, and a fraud/AML intelligence layer.

    fintech featured

    TypeScript · Go · Flutter · MySQL · Azure Functions · Azure DevOps · Bicep

  3. PhD researcher

    EEG microstate analysis with variational autoencoders

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

    research featured Links Code

    Python · PyTorch · MNE · NumPy · scikit-learn

  4. Data Scientist

    Etihuku document automation

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

    hr featured

    Azure ML Studio · LLMs · Python · SQL

  5. ML engineer

    AI proposal generation for Gijima

    Azure OpenAI (GPT-4) proposal-generation API for Gijima, with structured prompting, deterministic pricing, SharePoint as the system of record, and RAG contract analysis.

    other

    Python · FastAPI · Azure OpenAI · LangChain · FAISS · Microsoft Graph

  6. Author

    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.

    research

    Python · BERT · RoBERTa

  7. Author

    Variational autoencoder for SVHN

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

    research

    Python · PyTorch