Yash Sharma

Building AI systems, agents and full-stack products for clients in Singapore and India

About

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.

Projects

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

Orchestr8

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.

  • Go
  • ClickHouse
  • OpenTelemetry
  • Kubernetes

Meshify

Observability dashboard built with Istio and Cilium for infrastructure visibility and operational troubleshooting.

  • Go
  • React
  • Istio
  • Cilium

AutoRide EDA

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.

  • Next.js 15
  • TypeScript
  • Kafka / RedPanda
  • Gemini
  • PostgreSQL
  • Redis
  • Docker Compose

Verbatim

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.

  • Python
  • FastAPI
  • Postgres + pgvector
  • Gemini
  • Next.js 15

Experience

EMedia-Plus Pvt. Ltd.

Dec 2025 – Present

Full Stack Engineer · sole owner of the platform rebuild

Dec 2025 – Present · Contract · Singapore

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.

  • Led solution design for the Delphi-to-Go migration and executed it: decomposed the legacy monolith into containerized Go microservices and shipped 90+ REST APIs behind a stable contract the client's devices and CMS depend on.
  • Built the template-based Vue.js CMS the client's operators use to author and schedule content, and the offline-capable Android player that consumes it, so the two ends of the system were designed together.
  • Engineered for unreliable field conditions: resumable 5 GB uploads, encrypted real-time content delivery, and a player that keeps running through connectivity loss. Sustained the client's SLA across hundreds of terminals.
  • Ran the platform on Kubernetes across AWS and Huawei Cloud: containerization, deployments and CI/CD, with services isolated so a failure in one path never took down content delivery.
  • Cut repetitive engineering and delivery effort by building AI agents and automation with MCP tooling, Zapier and n8n, and applied AI-assisted development across authoring, refactoring and code review.

TripPro

Sep 2025 – Nov 2025

Contract Full Stack Engineer

Sep 2025 – Nov 2025 · Contract · Delhi

  • Automated personalized content generation at 100+ outputs per day with sub-second latency by designing and deploying Gemini-based LLM workflows end to end, from prompt design through cloud release.
  • Reduced data-layer latency 30% by analyzing MongoDB aggregation pipelines and redesigning the indexing strategy and React interfaces.

Honestlee

Jun 2025 – Sep 2025

Contract Full Stack Engineer

Jun 2025 – Sep 2025 · Contract · Remote

  • Compressed feature delivery from weeks to days as sole engineer, converting ambiguous stakeholder requirements into scoped tasks and shipping REST APIs, authentication and service modules in Node.js, PostgreSQL and MongoDB.
  • Delivered customer onboarding, role-based access control and geolocation workflows for every new user, built in React with Mapbox and integrated with Zoho CRM over its API.

Layer5 · Meshery (CNCF project)

Oct 2023 – Jun 2025

Open Source Engineer (Meshmate)

Oct 2023 – Jun 2025 · Open source · Remote

  • Shortened CI feedback loops across a globally used open-source platform by migrating the full test suite from Cypress to Playwright and automating pipelines with GitHub Actions and Docker.
  • Raised new-contributor onboarding success across a globally distributed community by writing documentation, running boot camps and mentoring contributors alongside maintainers.

Eskay's

Jul 2022 – Jan 2023

Full Stack Developer (MERN)

Jul 2022 – Jan 2023 · Full-time · Mumbai

  • Reduced page load latency 47% by rebuilding the checkout experience on Stripe with targeted front-end and server-side performance optimization.
  • Delivered consistent real-time order processing by integrating third-party logistics and mapping services (Shiprocket, Google Maps) with Firebase and MongoDB Atlas.

Open Source

Contributions

28 pull requests merged across 2 repositories in the Meshery org (CNCF)

  • meshery
  • meshery.io

Skills

AI & agents

  • MCP servers
  • AI agents & orchestration
  • LLM integration (Gemini)
  • vLLM inference observability
  • Prompt engineering
  • AI-assisted development (Claude Code, Cursor, Copilot)
  • AI-driven automation (Zapier, n8n)

Languages

  • JavaScript / TypeScript
  • Go
  • SQL
  • Python (basic)

Backend & data

  • REST API design
  • Node.js
  • Microservices
  • Event-driven systems (Kafka)
  • PostgreSQL
  • MongoDB
  • ClickHouse

Frontend

  • React
  • Next.js
  • Vue.js

Cloud & DevOps

  • AWS
  • Huawei Cloud
  • Docker
  • Kubernetes
  • GitHub Actions
  • CI/CD

Quality & delivery

  • Cypress
  • Playwright
  • CI pipeline automation
  • Code review
  • Agile / Scrum

Education

Master of Computer Applications

Amity University, Mumbai · 2023 – 2025

Bachelor of Computer Applications

Amity University, Mumbai · 2020 – 2023