Selected work

Products and systems that solve more than a demo problem.

From computer vision and personal finance to institutional sports and streaming ML — real systems, shipped and running, built for Tanzanian realities.

● Live demo Machine learning Featured

RoadCheck

An academic road-damage scanner built by Afritis. It detects longitudinal, transverse, and alligator cracks, plus potholes — then shows confidence for each finding. Compare training checkpoints on the same photo. Available live for demos and research exploration.

Crack detectionLongitudinal, transverse, alligator.
Pothole findingBounding boxes with confidence.
Checkpoint compareRe-run the same image on other models.
Camera or uploadScan from phone or desktop.
Computer VisionYOLOPythonDeep Learning
Open RoadCheck
● Live product Product

WealthFlow

A personal-finance operating system designed around a simple reality: many people use one bank account but need several financial purposes. WealthFlow turns one real account into clear virtual wallets — tracking income, expenses, debts, and goals in a TZS-native, mobile-friendly experience.

Virtual allocationOrganise one account into clear purposes.
Debt trackingMoney owed and money lent, in one view.
Goals & remindersProgress and overdue commitments.
Local-first UXSimple language, Tanzanian currency.
TypeScriptReactNode.jsPostgreSQL
Open live product
03Active platform

Sports Management System

A mobile and web platform for Shirikisho la Michezo Taasisi za Umma na Binafsi Tanzania — digitising how institutions manage athletes, teams, fixtures, results, standings, and daily sports administration.

KotlinPHP MVCMySQL
Visit site →
04Research prototype

Real-Time ML Sentiment Pipeline

A streaming machine-learning pipeline for market sentiment — Kafka producers, Spark Structured Streaming, model inference via FastAPI, persistent storage, live dashboards, and containerised deployment.

PythonKafkaSparkFastAPI
View engineering →
05Product venture

Biashara Kidigitali

A platform concept connecting customers, businesses, and professionals through location-aware discovery, provider profiles, service pricing, emergency availability, and AI-supported recommendations.

PHPFlutterMySQLAI
Discuss the product →

More engineering work and experiments live on GitHub.

Browse GitHub
Research & innovation

Technology grounded in Tanzanian problems

Early research directions we are exploring — problem spaces we want to grow into, described honestly as interests rather than finished work.

Agriculture

How sensing, vision, and decision-support could help smallholder farming — from crop monitoring to practical field insight.

Health

Digital-health and AI-assisted tools that make information, screening, and care workflows clearer in low-resource settings.

Swahili & low-resource AI

Practical NLP, retrieval-augmented assistants, and interfaces that make complex information easier to use in local languages.

Have a system worth building?

We take projects from first conversation to working product. Tell us what you are trying to solve.

Start a project