University of Warwick
United Kingdom
Rand Afrikaans University
South Africa
University of KwaZulu-Natal
South Africa
University of KwaZulu-Natal
South Africa
Westridge High School
South Africa
SAICA
South African Institute of Chartered Accountants - December 1993
Scaled Agile, Inc.
Issued February 2018
Formal education provided the foundation, but the real learning happens through building. Current focus areas include:
Building transformers from scratch, understanding neural network internals, deploying production AI systems
Built an 8-bit computer from logic gates to understand computing from first principles
Advanced Python for data analysis, automation, and AI application development
Next.js, React, TypeScript—building this very website as a learning project