Software · Data · Systems
I build small, reliable products that make complex decisions easier to inspect. My work spans product engineering, data tools, and carefully scoped systems, with an emphasis on clear limits and reproducible results.
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Recurring-calendar changes with preservation checks, side-by-side loss comparison, and undo. |
A spaced-repetition model fitted to 12.9 million real reviews, with held-out evaluation and a browser demo. |
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A visual explanation of what a positive screening result means at different pre-test risks. Live demo → · Educational, not medical advice. |
A source-backed, automatically refreshed report and accessible dashboard with explicit coverage gaps. |
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A virtual try-on repeatability check that keeps image confidence separate from real-world fit. |
A read-only incident workspace for tracing render-pipeline failures and proposing a reviewable recovery. |
Useful before impressive. Limits beside results. Reproducible checks. Reviewable actions.
Python · TypeScript · JavaScript · React · FastAPI · SQL · DataHub · AWS · Cloud Run · Playwright
I publish source-grounded guides and analysis at SikiT.

