Work
Case studies
01 · 2026
ClinicalRAG
Answers questions using an indexed set of clinical guidelines. Each sentence links back to its source, and unsupported questions return a refusal.
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02 · 2026
Syncura
Estimates 30-day readmission risk and shows which patient features contributed to each score.
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03 · 2026
MotionCode
Classifies synthetic ECG-like traces into four morphology groups, with recording-level splits to prevent train-test leakage.
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04 · 2026
Vesicle Segmentation
A public reconstruction of my Harris Lab vesicle segmentation work, using synthetic microscopy volumes instead of lab data.
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05 · 2026
Agent reliability
An offline test harness for tool-using agents with execution traces, deterministic graders, and regression checks in CI.
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06 · 2026
MerchantLens
Ranks product pairs by lift to distinguish meaningful purchase associations from pairs that are simply popular.
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Other projects
- MatchCare
Patient matching
Matches patients with specialists using role-scoped JWT authentication and shows the factors contributing to each match score.
- Trinity Care
Clinical mobile
Expo and FastAPI app for assisted-living check-ins, family updates, and visit requests.
- PLAN-IT
Full-stack
Plant recommendation system built with a Flask API, scoring engine, and Expo client.