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Hey, I'm Ajay Kumar Sharma

AI Systems Architect | Building autonomous software systems that think & self-correct

I specialize in multi-agent orchestration, LangGraph, and production-grade AI systems. I help startups and businesses design scalable AI systems using LangGraph, RAG, FastAPI, and modern orchestration patterns.

Currently working as Generative AI Engineer at AION Soft (Italy, Remote), building Claude-based AI architectures, LangGraph agent orchestration, and RAG pipeline engineering.


What I Do

  • Architecture-first AI systems over prompt hacking
  • Stateful, self-correcting agent loops
  • Enterprise-grade vector intelligence & RAG pipelines
  • High-concurrency production backends
  • Prototype to Production to Scale

Tech Stack

Agentic AI — LangGraph, LangChain, Multi-Agent Systems, Claude Code, Tool Calling, ReAct Agents, Self-Correcting Loops

LLMs & Models — Claude AI, OpenAI GPT-4o, Fine-Tuning, Prompt Engineering, Function Calling, Structured Output

RAG & Search — Pinecone, Hybrid Search, Embeddings, Vector Search, Reranking, Chunking Strategies

Backend — FastAPI, Flask, Django, Async Python, Microservices, WebSockets, REST APIs, SSE Streaming

Databases — PostgreSQL, Supabase, MySQL, MongoDB, Redis, Drizzle ORM, Vector DBs

Frontend — Next.js, React.js, TailwindCSS, TypeScript, Angular

Cloud & Infra — AWS, Google Cloud, Vercel, Docker, Nginx, Linux, CI/CD, Serverless

Tools — Claude Code, Git, n8n, RabbitMQ, Tavily, Mem0, LangSmith


Products I've Built

Product Description Link
NirixAI AI Learning Assistant — transforms YouTube videos & documents into interactive learning experiences using LangGraph RAG, multi-LLM support, and Pinecone semantic search nirixai.com
PiperQL Open-source AI agent for querying PostgreSQL databases using plain English with auto-generated charts and Mem0 AI memory piperql.vercel.app
Tim Edge Mechanical trading platform with live trade feeds, AI-powered trade logic, journaling with P&L analytics, and backtesting engine traderinmaking.in
Tim Academy Online trading education platform with six proprietary trading frameworks and live Trading Arena timacademy.in

Enterprise Work (AION Soft)

  • AI Assistant Platform — Production AI assistants for multiple international brands with product recommendations, multilingual support, appointment booking, and FAQ automation
  • Multi-Index Vector Search System — AI agent searching across multiple Pinecone indexes with universal metadata parsing
  • RAG Pipeline Architecture — Enterprise-grade retrieval pipelines with hybrid search and context-aware retrieval

Numbers

  • 6+ Years building AI & software systems
  • 4 Products launched and running in production
  • 20+ AI Systems shipped
  • 5+ Enterprise Clients served

Work History

Role Company Period
Generative AI Engineer AION Soft (Italy, Remote) Nov 2024 — Present
Senior Software Developer Digiant Media Agency (Dubai, Remote) Jun 2024 — Oct 2024
Senior Software Engineer Owebest Technologies (Jaipur) Dec 2022 — Jun 2023
Software Engineer Owebest Technologies (Jaipur) Nov 2021 — Jan 2023
Assistant Software Engineer Ways & Means Technology (Jaipur) Aug 2019 — Oct 2021

Services

  • AI Agent Development — Custom multi-agent systems with LangGraph orchestration, tool calling, reflection loops
  • RAG Pipeline Architecture — Enterprise-grade retrieval with hybrid search, smart chunking, reranking
  • AI Product Development — End-to-end AI SaaS from concept to production on AWS
  • System Audits & Consulting — Deep evaluation of existing AI systems with actionable roadmaps

Let's Connect

LinkedIn GitHub Portfolio Email


Available for new projects — Book a consultation

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  1. piperql piperql Public

    Talk to your PostgreSQL database in plain English. Open-source AI agent powered by LangGraph + OpenAI. Get direct answers, auto-generated charts, and safe write operations - no SQL needed.

    TypeScript