I'm a Full-Stack AI Engineer with 3.5+ years building scalable web applications, now specializing in production AI systems. I design and ship AI-powered enterprise knowledge platforms for European clients — RAG pipelines, LLM orchestration with LangChain & LangGraph, and multi-agent workflows on a NestJS + Angular stack.
My foundation is the MERN stack and modern TypeScript ecosystems, evolved through production experience into LLM-driven architectures: vector search, agentic orchestration, and event-driven microservices. I write clean, maintainable code that solves real problems end to end.
What I bring to teams:
- Production AI: RAG pipelines, LangGraph multi-agent orchestration, vector/semantic search (Weaviate)
- Full-stack ownership from database design to Kubernetes deployment
- Modern tooling across NestJS, Angular, Next.js, Docker, Azure & AWS
- A pragmatic approach that balances speed with code quality
I'm actively seeking Full-Stack / AI Engineer roles where I can build meaningful AI-powered products and grow with a collaborative team.
📍 Based in Thiruvananthapuram, Kerala, India | 🌐 Open to remote opportunities
- AI Industrial Knowledge Platform — Building an AI-powered enterprise platform (RAG + multi-agent) for a European client, on Angular, Vue.js & NestJS
- Production RAG pipelines — Document ingestion, hierarchical chunking, vector embeddings & Weaviate semantic search across multiple tenants
- LangGraph multi-agent workflows — Decorator-based plugin system for tool discovery and LLM-as-router sub-agent orchestration
Frameworks & Orchestration — LangChain · LangGraph · Multi-Agent Orchestration · Agentic AI · Model Context Protocol (MCP) Retrieval & Search — RAG Pipelines · Vector Embeddings · Semantic Search · Weaviate (Vector DB) Models & Tooling — OpenAI API · Anthropic Claude API · Prompt Engineering · SSE Streaming · Langfuse (Observability)
Full-Stack AI Engineer — German AI company (industrial software) · Dec 2024 – Present Building an AI-powered industrial knowledge platform — production RAG pipelines, LangGraph multi-agent workflows, and multi-tenant auth on Angular, Vue.js & NestJS.
MERN Developer — Freelance / Self-Employed · Nov 2022 – Nov 2024 Shipped e-commerce platforms and event-driven microservices (Docker, Kubernetes, RabbitMQ) on AWS; cut API latency ~60% with Redis caching and Bull job processing.
Multi-agent service that tailors a resume to a job description without fabricating experience — a Google ADK pipeline (parallel + sequential agents, schema-enforced outputs) behind a FastAPI service with a PDF-upload web UI.
Python · Google ADK · Multi-Agent · FastAPI · Gemini · Pydantic
Multi-agent system that turns a single question into a researched report — four cooperating agents (Supervisor, Researcher, Writer, Reviewer) as nodes in a stateful StateGraph, with dynamic LLM-based routing, an iterative Writer–Reviewer refinement loop, and a provider-agnostic LLM layer (Groq, Gemini, OpenAI, Anthropic).
Python · LangGraph · LangChain · Pydantic v2 · Docker
Production-style RAG chatbot grounded in user PDFs (including scanned/image-only PDFs via Tesseract OCR), with visual, verifiable citations mapping each retrieved chunk back to bounding boxes on the source page. Semantic retrieval via Sentence-Transformers + FAISS with a TF-IDF fallback.
Python · LangChain · FAISS · Tesseract OCR · PyMuPDF · Streamlit
📊 This Week I Spent My Time On
🕑︎ Time Zone: Asia/Kolkata
💬 Programming Languages:
Markdown 7 hrs 3 mins ██████████░░░░░░░░░░░░░░░ 39.37 %
TypeScript 5 hrs 57 mins ████████░░░░░░░░░░░░░░░░░ 33.30 %
Other 1 hr 28 mins ██░░░░░░░░░░░░░░░░░░░░░░░ 08.26 %
Python 36 mins █░░░░░░░░░░░░░░░░░░░░░░░░ 03.42 %
YAML 36 mins █░░░░░░░░░░░░░░░░░░░░░░░░ 03.40 %
🔥 Editors:
VS Code 13 hrs 30 mins ███████████████████░░░░░░ 75.37 %
Claude Code 4 hrs 24 mins ██████░░░░░░░░░░░░░░░░░░░ 24.63 %
Last Updated on 21/06/2026 20:12:48 UTC