Springworks — Senior Backend Engineer
Burst Oral Care — e-commerce & subscription platform
- Led a full custom-platform to Shopify migration for a 400K+ subscription, 1.6M+ user store — implemented complex ambassador discount logic (40K+ codes) as Shopify Functions and cut over with no disruption to recurring billing.
- Sole DevOps owner for the platform — cut AWS spend ~50% (Aurora/RDS tuning, ECS right-sizing, CloudWatch retention/log-ingestion tuning, S3/Glacier lifecycle) and replaced a $2K/month hosted BI tool (Periscope/Sisense) with self-hosted Redash on EC2, eliminating ~$24K/year in licensing.
- Designed and built the ambassador payout system from scratch with idempotent Stripe transfers and automated reconciliation — a robust design that prevents duplicate transfers under retries and failures, across $150K+/month.
- Built and operated REST APIs across subscriptions, payments, and orders (500K+ requests/day), holding p95 latency under production peaks via connection pooling, indexing, and query tuning on high-concurrency MySQL.
- Architected event-driven sync on Shopify's GraphQL Admin API and webhooks, mirroring customers, orders, products, and discounts into internal systems for near-real-time analytics and automation.
- Implemented Shopify Functions (cart validation, purchase restrictions, delivery customization, custom discounts), retiring paid third-party apps; built custom B2B/wholesale recurring billing Shopify could not natively support.