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aayushkumaraks/README.md

Aayush Kumar — Senior Frontend Engineer

React · TypeScript · Node.js · LLM Tooling · MCP Systems

Senior Frontend Engineer at The Economist Group with 8+ years building scalable SaaS products, UI component systems, and AI-integrated applications. I work across the full stack — from React + TypeScript frontends to Node.js backends and LLM pipelines.


What I'm working on

ProjectDescriptionStack
linux-mcp-bridgeWeb chat interface bridging Ollama LLMs with a remote Linux system via MCP tool-calling. Streaming responses, command execution, real-time polling.Node.js · React · Express · Ollama
linux-mcp-redisMCP server using Redis + BullMQ as a persistent job queue for authenticated shell command execution. Deployable on any Linux machine on a local network.Node.js · Redis · BullMQ · PM2

What I do professionally

  • UI systems — Built and owned a multi-product Storybook component library at The Economist used across multiple product lines
  • CMS engineering — Deep integration and migration work with Contentful, Drupal, and WordPress at scale
  • LLM/AI — Contributed to a Llama-3 based editorial system: data curation, prompt engineering, RAG pipeline evaluation
  • Performance — High-throughput data table rendering (AG Grid, 100K+ rows), keep-alive middleware, rendering optimisation
  • Mentoring — Code reviews, architecture discussions, and onboarding at Infosys and The Economist

Tech

Frontend React · Next.js · TypeScript · Redux · Storybook · HTML5 · CSS3 · SASS
Backend Node.js · FastAPI · GraphQL · REST APIs · PostgreSQL · MongoDB
AI / LLM Ollama · MCP protocol · RAG pipelines · Prompt engineering · Llama-3
DevOps AWS · Docker · Kubernetes · CI/CD (Jenkins) · Linux
Testing Jest · Playwright · Cypress · Mocha

Connect

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  1. linux-mcp-bridgelinux-mcp-bridgePublic

    Bridge between local LLM and Linux MCP redis server

    JavaScript

  2. linux-mcp-redislinux-mcp-redisPublic

    JavaScript

  3. waffle-audiowaffle-audioPublic

    Voice to voice chat, with other random features that I may or may not implement based on my mood!

    Python