Landmark-first Kampala routesLocal navigation01
VisitKla
Landmark-based directions and boda fare guidance for Zone 1 of Kampala. A focused MVP built around local landmarks rather than road distances.
Makerere University Kampala, Uganda
I am Response IRANZI, a software engineering student building practical tools for learning, work, and life in Kampala.

Selected work
Four independent projects, shaped around the everyday problems they set out to solve.
Landmark-first Kampala routesLocal navigation01
Landmark-based directions and boda fare guidance for Zone 1 of Kampala. A focused MVP built around local landmarks rather than road distances.
Community power reportsCommunity map02
A community map for sharing and checking local power status, with reports tied to where people are.
Scan a documentDocument workflow03
An OCR workflow for invoice and statement data with human review. It reports synthetic and real-receipt benchmark results separately, showing how accuracy changes on real documents.
Your AI tutor and study plannerLearning tools04
An AI study companion exploring tutoring, document analysis, and academic planning in one study flow.
Featured project
Your Downloads folder should not decide how chaotic your week feels. Orch helps keep coursework, deadlines, revision, and project files in places you can find again.
If it is unsure where a file belongs, it asks. Every move can be checked or undone.

I study software engineering at Makerere University. Most of the work here is personal projects: things I have built to explore problems I care about, not client case studies.
Nuru extracts document data for human review and reports its limits on real receipts. Orch organizes files while making moves easy to inspect and undo. Both start from the same question: what should software do when it is unsure?
I am especially interested in practical AI, student tools, and software built for East African users. The demos and public repositories are here so you can inspect the work directly.
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