Projects
Branchspawn
A Rust-based CLI tool using the Clap library for creating dedicated database containers for your git branches. Designed for workflows where each feature branch needs its own isolated database environment, enabling fast-moving teams to work without conflicts.
View on GitHubImpact Highlights
Key achievements and contributions from my professional work:
Event-Driven Architecture
Led an organization-wide event-driven architecture using AWS EventBridge and SQS, establishing cross-team standards with CloudEvents and AsyncAPI documentation.
Scheduling System Performance
Reduced scheduling p99 latency from 25+ seconds to under 1 second through algorithmic optimization and architecture improvements.
RAG System for Member Services
Built a Retrieval-Augmented Generation system with AWS Bedrock to cut benefit query time by 5 minutes per visit, improving member support efficiency.
Billing System Migration
Re-architected billing from Jupyter notebooks into a Rust microservice with FFI, tripling throughput and simplifying complex nested logic.
Security & Auditing
Implemented Kafka + Debezium auditing with Kotlin microservices and Redis for comprehensive user-associated database logging.
Image Validation
Created AWS Textract-driven image validation for driver's licenses and insurance cards, reducing false uploads by 30%.