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AmitxParmar/README.md

Amit Parmar Banner

Amit's GitHub Streak

Amit Parmar

Full-Stack AI & Distributed Systems Engineer

Savarkundla, Gujarat, India

Portfolio LinkedIn GitHub Email


👨‍💻 What I Build

I design and build end-to-end architectures across distributed backend microservices, real-time systems, and agentic AI workflows:

  • 🤖 Agentic & RAG Systems: Multi-stage hybrid retrieval pipelines (HyDE + dense vector + full-text search with RRF reranking), streaming citation verification, and resilient Model Gateways with provider fallback.
  • ⚡ Distributed & Event-Driven Backends: Asynchronous Saga patterns, high-throughput message brokers (RabbitMQ, Redis Pub/Sub), and race-condition prevention using PostgreSQL pessimistic locking.
  • 🔄 Real-Time & Local-First: Non-blocking socket tiers, local-first client caching via Dexie.js (IndexedDB), and resilient background queue workers (BullMQ) delivering push notifications.

🚀 Featured Engineering Projects

Project Architecture & Stack Key Highlights Links
Agentic Research Workspace FastAPI LangGraph pgvector Cohere Next.js Built an enterprise RAG knowledge engine with async multi-modal ingestion (arq), hybrid retrieval (HyDE + dense + FTS with Cohere rerank-v3), and a LangGraph ReAct agent routed behind a Groq/OpenRouter fallback gateway. Live App • GitHub
Modular Mart NestJS RabbitMQ PostgreSQL Stripe Turborepo Event-driven microservices e-commerce system implementing asynchronous Saga patterns across order/payment domains and pessimistic locking for 100% accurate, race-free inventory management. Live App • GitHub
QuickChat Next.js Socket.io Redis Pub/Sub BullMQ Dexie.js Horizontally scalable chat system featuring a local-first client layer (Dexie.js/IndexedDB) for offline messaging, optimistic state syncing, and BullMQ background workers for reliable Web Push delivery. Live App • GitHub
Realtime Market Lab React TypeScript Web Workers Canvas API Frontend stress-test laboratory benchmarking rendering performance under a continuous feed of 5,000+ ticks/sec without UI frame drops. GitHub
HireCrowd React Node.js Express MongoDB TanStack Query Full-stack job portal & ATS featuring role-based access control (RBAC), multi-stage applicant filtering, and optimistic state mutations. Live App • GitHub

🛠️ Tech Stack & Ecosystem

AI & Retrieval  ── LangGraph · pgvector · Cohere Rerank · Multi-modal Ingestion · Model Gateways
Distributed     ── RabbitMQ · BullMQ · Redis Pub/Sub · Socket.IO · Event-Driven Sagas
Backend         ── Node.js · NestJS · FastAPI · Express.js · REST · WebSockets · SSE
Databases       ── PostgreSQL · Supabase · MongoDB · Prisma · Dexie.js (IndexedDB)
Frontend        ── Next.js · React · TypeScript · TanStack Query · Zustand · TailwindCSS
DevOps & Tools  ── Docker · Turborepo · AWS EC2 · Git · Linux

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  1. quick-chat-redesigned quick-chat-redesigned Public

    Horizontally scalable chat system featuring a local-first client layer (Dexie.js/IndexedDB) for offline messaging, optimistic state syncing, and BullMQ background workers for reliable Web Push deli…

    TypeScript

  2. agentic-knowledge-base agentic-knowledge-base Public

    Built an enterprise RAG knowledge engine with async multi-modal ingestion (arq), hybrid retrieval (HyDE + dense + FTS with Cohere rerank-v3), and a LangGraph ReAct agent routed behind a Groq/OpenRo…

    Python

  3. modular-mart-microservices modular-mart-microservices Public

    Event-driven microservices e-commerce system implementing asynchronous Saga patterns across order/payment domains and pessimistic locking for 100% accurate, race-free inventory management.

    TypeScript

  4. job-portal-mern job-portal-mern Public

    This Job Portal App is an academic project from KnowledgeHut by UpGrad.com. It connects job seekers with employers, allowing users to create profiles, search for jobs, and apply for positions. Empl…

    JavaScript 1 1

  5. ai-agent ai-agent Public

    A knowledge-driven AI agent powered by RAG, Hono, and Supabase, with Mistral AI as the reasoning engine. Designed for multi-step question answering, it dynamically retrieves and synthesizes informa…

    TypeScript

  6. portfolio-bento-grid portfolio-bento-grid Public

    Personal portfolio site built using bento grid layout.

    HTML