Projects
Featured work has full case studies. Secondary work ships with source.
An AI-powered CBC-focused learning platform providing intelligent learning assistance, revision, assessments, educational resources and personalised learning.
Kenyan CBC students need guided, curriculum-aware learning support that goes beyond static notes — help that adapts to the learner, the subject and the competence being worked on.
A rental management and property automation platform simplifying property, tenant, payment, reporting, communication and operational workflows.
Small and mid-size landlords and property managers track rents, vacancies and repairs in notebooks and spreadsheets — leading to missed payments, lost tenant records and no operational visibility.
A clinic workflow prototype for patient records, appointments and queue management — built to explore appointment scheduling and role-scoped clinical data.
Small clinics juggle paper registers for appointments and patient follow-ups, creating queues and lost history.
Other Projects
Smaller projects where GitHub and a live demo are enough evidence.
Experiment harness for testing chunking, embedding and re-ranking strategies on study documents.
Camera-based attendance experiment using face embeddings with privacy-focused local processing.
Time-series forecasting experiment comparing classical and ML approaches on price data.
ESP32 station reading environmental sensors and publishing over MQTT to a cloud collector.
Rapid builds produced at hackathons — kept here as evidence of shipping under time pressure.