Benchmark Construction Service
TypeScript · Lambda · SNS/SQS · DynamoDB · AppSync · Aurora PostgreSQL
Re-architected, on a 3-developer team in 4 months, the serverless service that calculates the index benchmarks behind portfolio trading decisions.
Idempotent, order-independent ingestion with transactional batch writes, so consumers only ever see complete datasets. Built replay/redrive, dead-letter alerting, and Grafana monitoring; recovery time fell from 5+ hours to under 1 hour.
I now own its data model and design direction. It is used across all front-office applications.