role:      AI Engineer · Generative & Agentic AI
also:      Full Stack Developer · UI/UX Designer
focus:     Multi-agent systems, RAG, agent interoperability (MCP, A2A), cloud-native AI
founder:   JustPrompt.in, MSME-registered, Microsoft for Startups Founders Hub
location:  India

I’m an AI engineer with around three years of experience building Generative AI applications and agentic systems. I work on RAG pipelines, multi-agent workflows, AI harnesses, and the protocols that let agents talk to tools and to each other (MCP and A2A). I care about the unglamorous parts too: guardrails, input and output validation, access controls, and secure tool calling.

Before this I founded a no-code Generative AI startup and shipped two products end to end, from Figma wireframes to deployed MERN apps. That background shapes how I build: an AI system is only useful once someone can actually use it.

• Designing multi-agent architectures and agent orchestration with LangGraph, LangChain, and AutoGen
• Building AI harnesses with Claude Code and GitHub Copilot, with specialised coding and testing agents across the software lifecycle
• Building multilingual, voice-first products for Indian languages through BHASHINI
• Recognised at 15+ hackathons, ideathons, and national challenges, including IIT Hyderabad, Zoho, Google, and Amazon

Languages

Generative and agentic AI
LLMs RAG Multi-agent systems Agent orchestration LangGraph LangChain AutoGen Azure OpenAI Azure AI Foundry Google Gemini

Interoperability and harnesses
MCP A2A Tool calling AI harness engineering Claude Code GitHub Copilot

Security and reliability
Agent guardrails Input validation Output validation Access controls Secure tool calling

Machine learning

NLP Model training and serving

Backend and full stack

REST APIs WebSockets

Cloud, data, delivery

Azure DevOps CI/CD Vector databases

Design and hardware

Canva ESP32 NodeMCU

AI Engineer · 2025 – present Designing agentic solutions and multi-agent architectures. Building Generative AI applications on Azure OpenAI and Azure AI Foundry, including RAG pipelines, multimodal document processing, and enterprise integrations. Turning business requirements into technical architecture and estimates.

Technical Founder and AI Engineer, JustPrompt.in · 2023 – 2025 Founded an MSME-registered no-code Generative AI startup and built two products, DocVoxia and JustPrompt, covering architecture, full-stack engineering, GenAI integration, and deployment. Worked with the Digital India BHASHINI Division on multilingual healthcare AI. Selected for the Microsoft for Startups Founders Hub.

Product Design and Development Intern Earned the placement by winning a national-level design hackathon. Worked on UI/UX within a product design team alongside developers.

Best All-Rounder and Best Innovator awards, Sri Eshwar College of Engineering (2021–2025 batch).

• Multi-agent orchestration patterns and agent evaluation
• MCP and A2A design patterns for tool-using, cooperating agents
• Retrieval-augmented generation system design
• Production-scale Generative AI deployment on Azure and Google Cloud

Open to collaborating on agentic AI and multi-agent tooling (AutoGen, LangChain, MCP), RAG and vector-search utilities, and MERN developer tools. If you’re working on something in that space, open an issue, start a discussion, or write to me.

_{The best way to predict the future is to build it, one well-architected agent at a time.}