Work History

Building AI infrastructure for B2B sales automation. Designing resilient microservices and LLM pipelines.

• Engineered resiliency framework with circuit breakers, intelligent throttling, and exponential backoff strategies
• Implemented outbox pattern for transactional consistency and atomic job claiming for exactly-once delivery
• Designed LangChain/LangGraph AI pipelines with multi-provider support and RAG-powered retrieval
• Built validation framework using Pydantic schemas, reducing manual review time by 90%

Building structured web search API for AI and automation workflows. End-to-end infrastructure and integrations.

• Designed end-to-end AWS infrastructure including ECS, ALB, DynamoDB, S3, and CI/CD pipelines
• Built integrations with Zapier, n8n, Make.com, Vercel, Airflow, and DockerHub
• Developed MCP server enhancements and automated agents for building custom dynamic web extractors
• Modified Piko (open source ngrok alternative) in Go for multi-tenant session management with minimal token overhead

Led engineering for a logistics platform serving Amazon and Compass Group ($4B+), handling 2M+ monthly requests.

• Led cost optimization initiatives, reducing geo-fencing costs by 70%
• Defined technical strategy in direct partnership with leadership from Amazon and Compass Group
• Managed cross-functional team of 10+ engineers across multiple time zones
• Audited 5+ software systems end-to-end for build vs buy decisions
• Enhanced system performance by 40% through optimization and code refactoring

Contributed to gMeets, a large-scale meetings platform. Focus on automation, infrastructure, and performance.

• Improved CI/CD workflows and Terraform IaC, resulting in 20-30% faster development cycles
• Addressed 20+ security vulnerabilities through SonarQube integration
• Built automated E2E testing with Selenium, reducing manual testing by 40%
• Improved database query performance by 20-40% through query plan analysis

Delivered diverse infrastructure and software projects for international clients.

• Built fully automated 10-machine Linux server farm running dockerized Android emulators for mobile app testing
• Designed end-to-end AWS/Azure infrastructure including ECS, VPC peering, and IaC with Terraform
• Expanded POS platform with .NET microservices, achieving 30% performance improvement
• Refactored legacy application to 99% test coverage with comprehensive unit and integration tests

Built core features for a microservices-based car sales platform during rapid growth.

• Built real-time notification engine on Azure serverless with 40-60% performance gain
• Developed real-time bidding system with dynamic permissions and DocuSign integration
• Optimized database queries and implemented async processing for bulk operations
• Designed and implemented WebSocket-based real-time communication layer

Early career building web applications for US credit union systems.

• Re-architected credit union application using DDD principles
• Improved search efficiency by 60% through Elasticsearch integration
• Built drag-and-drop website builder for lead collection