Bionis: AI wellness score and health coach
vansh patel
wearables throw a flood of numbers at people. i shaped the product around measure, score, explain, coach: one wellness score with its drivers, key metrics vs weekly average, sleep breakdown with sleep debt flags and an ai health coach built on the user's own data.
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Posted Oct 21, 2026
wellness app that blends sleep, activity and recovery data into one daily score, with ai insights that explain what changed and what to do next. i designed and built it end to end, from the scoring model to the dashboard.
