Projects
A few things I have built or worked on. I am more interested in what each project taught me than in making them sound bigger than they were.
2026
DataLettuce
An AI-first data provider idea for turning fragmented public information into cleaner commercial datasets. The underlying question is how far agents and validation pipelines can go in making useful data from messy sources.
WhetData
A B2B SaaS replacing static text boxes with intelligent inputs that understand user context and nudge toward stronger answers, using embeddings and vector search over millions of examples. The bet is that better inputs produce better data at the point of collection. Started in the Delta residency.
2025
Learn Labs
A study platform for South African students with question banks, mock exams, spaced-repetition flashcards, and targeted practice.
2023
RevisionDojo
Worked on LLM-powered education tools, user analytics, feedback systems, backend infrastructure, and data pipelines.
2021
MotionAds
Built the core software stack for a small ad-tech company coordinating branded bike fleets, driver tracking, and campaign analytics.