At Amazon Web Services, I designed and delivered 20+ proofs of concept for enterprise customers across financial services, retail, and the public sector, contributing to $2M+ in pipeline opportunities. I also architected document-processing solutions that reduced manual processing time by 70%.
I built an AI-enhanced learning platform with Amazon Bedrock that summarizes lectures, creates flashcards, and grades student content; three educational institutions adopted it. I also developed an Agentic AI citizen chatbot deployed by two government entities.
As Public Sector Migration Champion, I delivered 8+ workload migrations to AWS and modernized workloads at NSFAS, RAF, Regenesys, and SPU. I also led SageMaker adoption for the South African Reserve Bank and geospatial ML modernization for CSIR.
Earlier, at Cape AI, I built anomaly-detection models for traffic cameras and an image-processing pipeline for agricultural monitoring. At Aerobotics, I contributed to the Flight Planner application and improved hedge-detection scripts using Python and OpenCV.
