Full-stack engineering

STYM

A full-stack application combining pharmacokinetic modeling, daily scoring and longitudinal performance trends.

Next.js
tRPC
Prisma
PostgreSQL
Redis

Stym combines per-minute absorption and decay simulations with a mobile-focused interface. Its backend brings together typed APIs, a background scoring pipeline and an LLM recommendation feature with a boundary designed to exclude identifiable data.

What it does

Models absorption and decay curves for more than 12 compounds with interaction modeling.
Uses BullMQ and scheduled jobs for daily performance scoring, notifications and digests.
Provides 90-day trend views and rate-limited endpoints.

Engineering challenges

Separating identifiable application data from inputs used for model recommendations.