At FactSet, I build and operate FastAPI microservices that process more than 2 million financial documents daily across statements, ESG reports, commodities, and market intelligence feeds.
I engineered an AsyncIO pipeline that reduced latency by 30% and increased throughput by 40%, from 450K to 650K documents per hour. I also designed AWS event-driven orchestration with SQS, SNS, DynamoDB Streams, retries, and dead-letter queues, while improving SQL Server document lookup latency by 45%.
I architected an enterprise MCP integration that enables Claude 3.5 Sonnet through AWS Bedrock for natural-language search across a 2M+ document corpus. I designed a FastMCP server with LLM-callable REST tools, Pydantic validation, IAM security, API-key authentication, and rate limiting.
Previously at CONIN Technologies, I developed backend services for a fintech platform covering digital payments, KYC/AML compliance, and onboarding. I enjoy improving reliability and performance, building well-tested systems, and mentoring engineers on API design, asynchronous programming, and design patterns.
