Mobile app
2025
Jiya
Matches riders with drivers already heading the same way, and works out the carbon saved on every shared ride.
- Role
- Founder, design and engineering
- Stack
- Flutter, Express, Prisma, PostgreSQL
Work
Six projects from 2024 to 2026: a carpooling app, medical-imaging research, a VR tour, two websites for Malawian organisations and a hackathon podium.
Research
2026
TB-Detect
Lung segmentation with a ResNet-UNet, classification with ResNet18, and Grad-CAM heatmaps that show where the model looked. 99.0% accuracy and 0.99 F1 on a held-out test set of 905 images. Presented as poster IX-35 at Deep Learning Indaba 2026.
- Role
- Student researcher, Kuyesera AI Lab
- Stack
- PyTorch, MONAI, Grad-CAM
Web / VR
2024
Unipod Tour
Every room captured as a 360° photo and stitched into a tour you can explore on the web or in VR goggles.
- Role
- Frontend and 3D
- Stack
- Svelte, Three.js, Photo Sphere Viewer
Website
2026
Fit Lab 265
Site for a process-driven fitness studio in Mzuzu: gym, home and 35+ programmes, with meal plans built around Malawian food.
- Role
- Design and build
- Stack
- React Router, TypeScript, Tailwind
Website
2026
Carbon8
Site for Carbon8, which develops community-first climate projects in Malawi and publishes plain-language explainers on climate finance.
- Role
- Design and build
- Stack
- React Router, MDX, Motion
Hackathon
2025
Gaiathon
Upload an aerial photo and get back the location of any unregistered dumpsite, found with Detectron2. Then it plans the shortest route between trash points and bins.
- Role
- 3rd place, GIS Hackathon
- Stack
- Detectron2, Flask, Leaflet