Career
Experience
Full-Stack AI Software Engineer with 3+ years building production backend, cloud, and full-stack systems, including scalable microservices architecture and AWS infrastructure. Recently focused on shipping production AI/LLM applications: agentic workflows and RAG pipelines with LangGraph and LangChain, covering retrieval, tool calling, structured outputs, and human-in-the-loop review.
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Advocara
CurrentFull Stack Engineer
May 2025 – Present
San Francisco / Remote
- Architected and shipped production LLM agent workflows with LangGraph and LangChain, orchestrating multi-step retrieval, tool calling, ReAct-based reasoning, state checkpointing, and human-in-the-loop review gates.
- Centralised CRUD operations via a unified DatabaseManager, improving data-access efficiency by 45% and eliminating N+1 query patterns across all services.
- Boosted front-end rendering speed by 60% and cut code duplication by 30–35% by decoupling auth, data, and caching layers using Zustand and React Context.
- Reduced unauthorised access attempts by 75% by building a secure microservices backend with JWT authentication (NextAuth.js + Cognito) and role-based access filtering.
ReAct Agent Reasoning
Production LangGraph agent workflows · human-in-the-loop review
Advocara
DevOps Engineer
Feb 2025 – May 2025
Washington, D.C.
- Led cloud infrastructure for a team of 5, deploying AWS architecture (EC2, ECS Fargate, RDS) with Terraform.
- Deployed scalable AWS infrastructure with CI/CD automation, reducing deployment times by ~85% and increasing release velocity by ~40%, while maintaining 99.95%+ availability.
- Built custom Grafana dashboards and alerts with CloudWatch, Prometheus, and Loki, improving incident resolution by 25% and optimising overall system performance.
Faster Deployments
85% faster deployments · 99.95%+ uptime
Genpact
Software Engineer
Apr 2022 – Jan 2023
Chicago, IL
- Designed Java Spring Boot microservices with well-defined REST APIs, cutting service integration time by 40% and enabling parallel team development.
- Built standardised React component libraries used across multiple product teams, accelerating UI delivery by 20–30% and halving duplicate code.
Less Duplicate Code
50% less duplicate code · 40% faster service integration
Crohn's & Colitis Foundation
Software Engineering Intern
Sep 2021 – Mar 2022
New York, NY
- Built high-availability Spring Boot applications serving 100K+ users with a fault-tolerant microservices architecture, enabling 30–40% faster independent deployments.
- Improved API response times by 20–30% by streamlining RESTful endpoints and eliminating redundant round trips.
Users Served
100K+ users served · 40% faster deployments
Academic
Education
Virginia Tech
M.Eng.
Computer Science
Rutgers University
B.S.
Computer Science, Minor in Business Administration