# Ajay Kumar Sharma — AI Systems Architect

> This file provides structured content about Ajay Kumar Sharma's site for AI agents and LLMs.
> Last updated: 2026-07

## Identity
- Name: Ajay Kumar Sharma
- Role: AI Systems Architect
- Location: Jaipur, Rajasthan, India (works worldwide and remote)
- Email: ajaysharmabki96@gmail.com
- Website: https://www.ajaykumarsharma.co.in

## What I Do
I build AI products, agents, custom software, and web apps end to end - from idea to production. Bring an idea or a stuck project; I design the architecture, choose the right stack, and ship it live. Enterprise RAG and knowledge systems are my flagship specialty (citation-backed answers, hybrid retrieval, no hallucinations), but I am stack-agnostic and build the complete product, not just the AI core.

## What I Build
- Enterprise RAG & Knowledge Systems (flagship) - production retrieval over sprawling docs, citations, no hallucinations - /services/enterprise-rag
- AI Agent Development - custom agents and multi-agent systems that plan, retrieve, reason, and act - /services/ai-agents
- AI Automation - integrations that connect your tools and remove manual busywork - /services/ai-automation
- AI Product & SaaS Development - concept to a live, shipped product: the AI core and the app around it - /services/ai-product-development
- Custom Software & Web Apps - full-stack software and web applications, any stack - /services/custom-software
- AI Consulting & Fractional - architecture reviews, AI integration, fractional AI architecture - /services/ai-consulting

## Proof (shipped, live, in production)
- NirixAI (nirixai.com) - AI learning assistant: turns videos and documents into summaries, quizzes, and cited answers
- PiperQL (piperql.vercel.app) - open-source tool to query databases in plain English instead of SQL (AGPL v3)
- Tim Edge (timedge.in) - trading platform: backtest strategies and fix bad habits with automated journaling
- Tim Academy (timacademy.in) - mechanical trading education: courses, live labs, and certification

## Core Stack
LangGraph, LangChain, multi-LLM (OpenAI, Anthropic Claude), Pinecone, FastAPI/Django/Flask, Next.js/React, PostgreSQL, AWS. Stack chosen to fit the problem, not a fixed toolkit.

## Ways to Work Together (pricing scoped on a call)
1. Custom Build - scoped on the call - your idea or stuck project designed and shipped to production (AI agents, AI SaaS, custom software & web apps, any stack). Start here. /book?package=custom
2. RAG Readiness Audit - 2 weeks - content inventory, top ROI use cases, phased architecture recommendation. /book?package=audit
3. RAG Pilot Build - 6-8 weeks - one use case, hybrid retrieval, citations, cloud deploy. /book?package=pilot
4. Enterprise RAG Platform - 3-4 months - multi-source ingestion, RBAC, evaluation harness, handover. /book?package=platform
5. Fractional AI Architect - 2 days/week, 3-month min - senior architectural guidance for in-house teams. /book?package=fractional

## Engagement Standards
- Architecture-first over prompt hacking
- Hybrid retrieval, not pure vector
- Citations on every answer; "I don't know" is valid
- Production infrastructure (monitoring, logging, runbooks), not notebooks
- Your data stays in your cloud
- Handover, not dependency - you own the system at the end

## Blog Topics
AI agents in production (reliability, failure patterns), enterprise RAG patterns, hybrid search vs pure vector, LangGraph multi-agent orchestration, architecture-first AI engineering, Claude Code developer productivity, document processing, and AI industry analysis. 35+ posts. Full list: /feed.xml and /sitemap.xml.

## Contact
- Email: ajaysharmabki96@gmail.com
- Contact form: https://www.ajaykumarsharma.co.in/contact
- Booking: https://www.ajaykumarsharma.co.in/book
- Package-specific booking: /book?package=custom | audit | pilot | platform | fractional
- Full content: https://www.ajaykumarsharma.co.in/llms-full.txt