BSc Honours in Computer Science, University of the Witwatersrand — currently researching diffusion models for medical imaging.

• few-shot-scanner-stain-norm — few-shot H&E stain normalisation across scanners (Aperio↔Hamamatsu), built on a frozen SD1.5 base with a colour LoRA, ControlNet, and LCM-LoRA. BSc Honours research project, supervised by Richard Klein.
• Robotics — SurveillanceBot: a ROS-based robot that maps its environment, builds an occupancy grid, and navigates to user-given (x, y) coordinates using A* path planning and a proportional waypoint controller. Honours robotics assignment.
• minimax-h3-lora-studio — Colab notebooks for LoRA training and inference on MiniMax-H3 (image-to-video), built on DiffSynth-Studio, pinned to verified upstream commits.
• GlobeTalk — final-year Software Design Project: a pen-pal matching and messaging platform, built as a microservices monorepo (Next.js frontend, FastAPI core/matchmaking/messaging/moderation services). Team project.

Python PyTorch ROS TypeScript C#