- Architected and implemented the
SCG Home AI Service (Homie)using FastAPI, LangGraph, PostgreSQL, Redis, and LiteLLM, delivering real-time streaming responses, multi-agent orchestration, multi-LLM integration, file processing, and production-grade observability. - Designed and built the
Agentic Chat UIwith Astro + Svelte 5 and Elysia.js (Bun runtime), supporting real-time messaging, tool execution visualization, keyboard-driven UX, session persistence, and proxy integration to multiple AI backends. - Developed and deployed
AI-driven conversational systemsusing LangChain and custom tools, enabling product search, pricing lookup, store locator, knowledge-based answers, and automated recommendations for SCG Home customers. - Built scalable
microservices and AI pipelinesusing Docker, Kubernetes, Helm, ArgoCD, GitHub Actions, and AWS ECR, supporting multi-environment GitOps deployments (dev/uat/prod) with automated versioning and multi-platform builds. - Designed and managed
KrakenD Enterprise API gatewaysolutions, including custom plugins and high-performance API aggregation for enterprise workloads. - Implemented microservices using
Bun.js, improving request latency and resource efficiency for internal API workloads. - Built centralized logging pipelines for
SnapLogic(Fluent Bit → ClickHouse) andMuleSoft(Promtail → Loki), improving reliability and cross-platform observability. - Deployed and optimized the
SnapLogicintegration platform for high-volume enterprise automation and data workflows. - Led engineering efforts for API gateway systems, including team management, architectural design, and delivery of mission-critical services.