ScaleMind
An MCP (Model Context Protocol) server that lets DevOps engineers manage cloud infrastructure scaling through natural-language conversations from inside their editor.
- Go
- MCP
- Cloud APIs
Building AI systems, agents and full-stack products for clients in Singapore and India
AI engineer with 2+ years building production systems for enterprise and startup clients in Singapore and India. I build with LLMs and agents — MCP servers and Gemini workflows running in production — and apply AI-assisted development across live client delivery, on a full-stack foundation in Go, TypeScript, REST APIs, Kubernetes and cloud.
An MCP (Model Context Protocol) server that lets DevOps engineers manage cloud infrastructure scaling through natural-language conversations from inside their editor.
Multi-tenant platform correlating NVIDIA DCGM hardware telemetry with vLLM inference latency to separate GPU thermal throttling from traffic surges. Validated by automated fault injection on a live Kubernetes cluster and hardened by 44 adversarial security tests.
Observability dashboard built with Istio and Cilium for infrastructure visibility and operational troubleshooting.
Event-driven simulation of an autonomous taxi fleet across Manhattan: five backend services (API gateway, location simulator, Gemini-powered dispatcher, WebSocket realtime gateway, ride-request service) decoupled over Kafka-compatible RedPanda, with dynamic surge pricing and a live Mapbox fleet map.
RAG document Q&A where every answer quotes its source and every quote is checked against the document before you see it. Upload a contract, a policy or a 400-page statute and ask in plain language; the system abstains when the documents don't answer.
Dec 2025 – Present
Sole engineer on the modernization of a legacy enterprise content-delivery platform serving hundreds of customer-managed Android terminals. Owned it end to end: architecture, backend services, frontends, cloud infrastructure and delivery to the client.
Sep 2025 – Nov 2025
Jun 2025 – Sep 2025
Oct 2023 – Jun 2025
Jul 2022 – Jan 2023
28 pull requests merged across 2 repositories in the Meshery org (CNCF)
Amity University, Mumbai · 2023 – 2025
Amity University, Mumbai · 2020 – 2023