Detailed explorations of my key projects, from conception to implementation
Building a planetary-scale perception system that uses Vision Transformers to see through clouds and darkness, providing mission-critical intelligence on Arctic sea ice.
To support a manufacturer's vision of becoming a household name across Africa, I led its digital transformation by architecting a new technology stack that connects the company to its customers, ensuring continuous production (via 99.9% uptime) and funding strategic growth (with $200k in annual savings).
Building the engine for a high-frequency trading firm, solo. I architected the low-latency infrastructure and MLOps pipeline from the ground up to handle the extreme demands of real-time algorithmic trading.
Unlocking the hidden intelligence of a university library by building its 'digital nervous system'.
ML system personalizing course sequences for engineering students using contextual bandits, reducing poor recommendations by 66% while maintaining ABET accreditation.