Principal Architect & AI Systems Engineer
Building production AI systems — from LLM agents to cloud-native platforms
I'm a Principal Architect based in India, working at the intersection of AI Engineering, Cloud-Native Architecture, and DevSecOps. I build production-grade AI systems — multi-agent platforms, RAG pipelines, protocol-driven commerce, and enterprise automation — deployed across GCP, Azure, and AWS.
I recently built 13 open-source AI projects covering the full spectrum from LLM fundamentals to enterprise agent frameworks, designed as a hands-on curriculum for anyone going from AI Engineer to AI Systems Architect.
13 production-ready projects — each with Docker setup, full test suites, CI/CD, and Kubernetes manifests. Clone and run in under 2 minutes.
| Project | What It Does | Stack | |
|---|---|---|---|
| 1 | LLM Playground | Tokenization explorer & generation strategies | FastAPI, BPE, Transformers |
| 2 | Customer Support Chatbot | Fine-tuned chatbot with LoRA/PEFT | FastAPI, PEFT, Prompt Engineering |
| 3 | Ask-the-Web Agent | Perplexity-like search & synthesis | LangGraph, Tool Use, Citations |
| 4 | Deep Research | Multi-strategy reasoning engine | CoT, ToT, Inference Scaling |
| 5 | Image Generation | Multi-provider image service | DALL-E, FLUX, Stable Diffusion |
| 6 | Capstone Multi-Agent | Supervisor-pattern agent orchestration | LangGraph, Multi-Agent |
| 7 | Agent RAG | Hierarchical retrieval system | RAG, Vector Search, Query Decomposition |
| 8 | MCP & A2A | Protocol implementation for agent interop | MCP SDK, A2A, AgentCards |
| Project | What It Does | Stack | |
|---|---|---|---|
| 9 | UCP Merchant Server | Commerce platform with checkout state machine | UCP, AP2 Verification, MCP Bindings |
| 10 | UCP Shopping Agent | AI shopping assistant across merchants | LangGraph, Multi-Merchant, Comparison |
| Project | What It Does | Stack | |
|---|---|---|---|
| 11 | Compliance Audit Agents | SOX/GDPR/SOC2 regulatory compliance | Microsoft Agent Framework, Graph Workflows |
| 12 | Incident Response ADK | Automated IT incident orchestration | Google ADK, Sequential/Parallel/Loop Agents |
| 13 | Contract Lifecycle Crew | End-to-end contract management | CrewAI, Role-Based Agents, Flow |
See the full learning roadmap & 100+ curated resources →
AI & ML
Cloud & Infrastructure
DevSecOps & Tooling
Protocols & Standards
- Building enterprise AI agent systems with production-grade patterns (middleware, telemetry, human-in-the-loop)
- Exploring agent interoperability protocols — MCP, A2A, and UCP for agentic commerce
- Architecting cloud-native AI platforms on Kubernetes with GPU orchestration
- Contributing to the Awesome AI Engineer resource list for the community
- Rentova — Property management platform (GCP)
- Evoagents.ai — AI agent orchestration platform
- VetConnect — Veterinary community platform (AWS/Azure)
Let's connect and build something impactful.
LinkedIn •
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Awesome AI Engineer