My interest in building “new” technologies also includes indigenous technologies and knowledge systems — I believe the future belongs to those who bridge both.
Personal Projects
Outside of professional work, I build tools that empower people and teams to navigate uncertainty using data — making higher-quality decisions in the face of incomplete information. It is the applied expression of my MS&E background in Decision and Risk Analysis.
Statistics · Sports · Bayesian Inference
Edge Model
A real-time Bayesian championship prediction tool — supporting knockout tournaments and round-robin leagues across 11 competitions, with live in-game probabilities, market edge detection, and an automatic ingestion pipeline. Built end-to-end without a framework.
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Personal Finance · Automation · Systems Thinking
Beatbroke
A personal finance operating system built from scratch — two investment sleeves, a 7-account liquidity policy, a mobile-first live dashboard, monthly PDF shareholder letters, and a full automation layer. No SaaS. Full ownership of every number, chart, and rule.
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Product Manager — Krikey AI
I have over 5 years of experience as a Product Manager at Krikey AI, spanning three product domains:

AI
Generative AI PM
Leading product development on AI-powered 3D animation tools.

Web3
Crypto Web3 Gaming PM
Building at the intersection of gaming and blockchain.

Mobile
Mobile AR Experiences PM
Augmented reality mobile experiences for global audiences.
Teaching Assistant — Stanford
Twice I have worked as a Teaching Assistant. First in 2013, when I helped teach students across Botswana. Then at Stanford, where I TA’d for Accounting for Managers and Entrepreneurs.

Stanford
Accounting for Managers TA
Teaching MBA-level accounting concepts to undergraduate students.

Botswana
UCMAS Mindmapping TA
Mnemonic techniques and mindmapping for students across Botswana.
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Education Technology Operator — Stanford
I started as Studio Operator for the Stanford Center for Professional Development, eventually rising to Lead Student Ed-Tech Operator — supporting the infrastructure that powers Stanford’s online education.
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