Sole Full Stack Engineer on a production AI content-generation SaaS platform built with TypeScript, React, Next.js, tRPC, Drizzle ORM, and PostgreSQL, serving 10,000+ users and 2,000+ subscribers.
- Reduced active CPU time by 95% by replacing polling with signed Replicate and RunPod webhooks, using TanStack Query for asynchronous generation-job tracking.
- Built serverless video infrastructure with AWS Lambda, Remotion, Amazon S3, and CloudFront, powering 18,000+ AI video renders with private assets and signed CDN delivery.
- Evaluated and integrated multimodal AI models, balancing output quality, inference cost, and performance as product requirements evolved.
- Integrated a Stripe-based merchant-of-record platform for subscription management, connecting billing and payment workflows with the subscription lifecycle.
- Instrumented product workflows with PostHog to track user behavior and feature usage and inform product improvements.
- Automated Resend email workflows for payment confirmations, failed transactions, and product updates.

