Systems and intelligent tools
Full-stack systems plus AI/ML assistants – APIs, databases, RAG chat, and prediction models for education, health, and civic knowledge in Tanzania.
AI & Machine Learning
Assistants and models grounded in real Tanzanian context.
Mr. Muungano
RAG assistant for Union of Tanganyika and Zanzibar questions from official sources.
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Fikra2050
Chat-based exploration of Tanzania Development Vision 2050 in plain language.
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Performance Prediction
ML model predicting student graduation or dropout risk.
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Afyalink
Locate hospitals with available services based on user location.
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Decision support, APIs, cooperatives, and booking systems.
MWONGOZO SMART
Decision-support for university admission and HESLB loan guidance.
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Study Tracker
Zero-dependency PHP API with token auth and vanilla JS frontend.
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AMCOS – Mgowelo
Digital system for a cooperative agricultural agency in Iringa.
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MediBook
Search, compare, and book doctors in minutes.
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Cross-platform and native apps for education, health, and business workflows.
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Roles and freelance systems work – start with the SE resume or a message.