SubScout

A privacy-first subscription tracker I designed and built solo — local-first architecture with sync, a Postgres ingestion pipeline, and LLM-generated insights.

Personal project to explore local-first data models and indie product development.

Highlights:

Designed a Postgres-based ingestion pipeline to classify recurring payments
Implemented local sync using Powersync, exploring offline-first UX patterns
Deployed to Cloudflare Pages + Supabase, using GitHub Actions for CI
Prototyped value scoring and cancellation nudges using LLM-generated suggestions

Technologies: TypeScript, React, Next.js, Supabase, Postgres, Powersync, Cloudflare Pages, GitHub Actions, OpenAI API

Technologies Used

Project Links