Full Stack Developer specializing in AI engineering. I build robust Python backends and scalable JavaScript applications, from REST APIs and database integration to RAG pipelines and LLM-powered automation.

• Full stack: JavaScript / TypeScript / React / Node.js on the web side, Python (Django, FastAPI) on the backend
• REST API design, database integration, concurrency-safe backends, and role-based access control
• RAG pipelines and retrieval strategies: chunking, hybrid search, reranking, and failure diagnosis
• Agentic AI / MCP / LangGraph, from protocol-level tool-calling to human-in-the-loop workflows
• Test-driven: every flagship project below ships with a real test suite, not a demo script

• Bengaluru, India
• I like building things that actually run: APIs, agentic pipelines, and concurrency-safe backends, not just notebooks
• Comfortable going from model training and evaluation through to deployment and wiring the result into a real backend
• Curious about secure system design: how systems fail in production, and how authorization and architecture choices prevent that

• REST APIs with FastAPI/Django, JWT auth, and relational data modeling
• Concurrency-safe backends: row-level locking, cache invalidation, idempotent writes
• Agentic AI systems: MCP servers/clients, LangGraph tool-calling agents, human-in-the-loop workflows
• Backend systems with clean structure, auditable data, and role-based access

Django DRF PostgreSQL Redis Celery JWT

• Role-based inventory system (Admin / Manager / Employee) with JWT auth and an append-only stock ledger for a fully auditable history
• Row-level locking fixed a race condition found in Locust load tests: 40 concurrent users lost 16 units of stock before, zero after
• Redis-cached reports cut 9 queries to 1; Celery handles invoices, low-stock alerts, and nightly reconciliation; deployed on AWS

GitHub · Live Demo

Node.js TypeScript Express PostgreSQL Prisma React

• Local services booking platform with Customer / Provider / Admin roles and a booking state machine
• Double-booking prevented at three layers, down to a PostgreSQL exclusion constraint; race tests fire 8 simultaneous requests and exactly one succeeds
• 62 automated tests, OpenAPI docs, and CI; live on Render + Neon

GitHub · Live Demo

FastAPI Async SQLAlchemy JWT ImageKit

• Async FastAPI backend for photo and video sharing, with JWT auth covering register, login, email verification, and password reset
• Media goes to the ImageKit CDN; only the owner of a post can delete it
• API and frontend served from a single process, so no CORS setup is needed

GitHub

Django DRF PostgreSQL JWT pytest

• Django REST Framework API for multi-account tracking, categorized transactions, monthly budgets, and spending reports
• JWT auth with per-user data isolation on every endpoint; balances and budget figures computed live, never stored stale
• Versioned API with Swagger/ReDoc docs and a pytest suite

GitHub

MCP FastMCP Groq FastAPI Pytest

• Real FastMCP server (Tools, Resources, Prompt) running as its own process; the agent reaches it only through an MCP client session over stdio
• UI shows live discovery results and a per-turn call trace of actual protocol traffic, not a simulation
• Swapping in any third-party MCP server needs no change to the agent loop; tests drive the real server with no API key

GitHub

LangGraph FastAPI SQLite Groq Pytest

• LangGraph agent that manages tasks and pauses for human confirmation before any delete (interrupt / resume)
• Conversation state persisted in a SQLite checkpointer, so context survives a page refresh
• Tests run the real graph, tools, and interrupt flow with a scripted fake model, no API key; UI includes a raw request/response inspector

GitHub

• RAG Explorer – A RAG debugger: chunking lab, 2D embedding map, side-by-side config comparison, retrieval-vs-generation failure diagnosis, and dense / MMR / BM25 / hybrid strategies. FastAPI Chroma sentence-transformers Groq
• Restaurant Recommendation System – Multimodal (text + CLIP image) vector search with a multi-agent LangGraph workflow for trend, cuisine, and nutrition-aware recommendations. FastAPI LangGraph ChromaDB CLIP
• Retriever Showdown – The same question through five retrieval strategies (baseline, MMR, multi-query, BM25, reciprocal rank fusion) side by side. FastAPI LangChain
• Vector Retrieval Lab – ChromaDB fundamentals: HNSW index tuning, metadata and full-text filtered search, and RAG retrieval. FastAPI ChromaDB Groq
• Agent Building Blocks – Seven panels covering tool creation, manual tool calling, LCEL, agent memory, a SQL agent, and a data-visualization agent. FastAPI LangChain LangGraph
• Agent Framework Showdown – One researcher-and-writer task built in CrewAI, AutoGen, and BeeAI. CrewAI AutoGen BeeAI

• django-guardian/django-guardian – Fixed AUTO_PREFETCH permission bug for direct-permission models (#1030)
• drkrillo/good-first-issues – CI smoke test for the action itself (#172)
• Ayorinha/ayorai-vision-intelligence – Restored corrupted CI workflow YAML (#26) and MCP least-privilege regression tests (#23)

Full Stack · JavaScript / TypeScript (React, Node.js, Express) on the web side, Python (Django, FastAPI) on the backend

Languages · Python, TypeScript, JavaScript, Java, SQL

CS Fundamentals · Data Structures & Algorithms, OOP, DBMS, Operating Systems, Computer Networks

Backend · Django, Django REST Framework, FastAPI, Node.js, Express, REST API Design, JWT Auth & RBAC, SQLAlchemy, Alembic, Celery, django-filter

Frontend · React, HTML, CSS

AI Engineering · LLM Integration (Gemini, Groq, OpenAI), Prompt Engineering, RAG (Hybrid Search, Reranking, ChromaDB), RAGAS, Agentic Tool-Calling, MCP, LangChain, LangGraph, Multi-Agent Frameworks (CrewAI, AutoGen, BeeAI)

Databases · PostgreSQL, MySQL, SQLite, Redis, FAISS

DevOps & Cloud · Docker, GitHub Actions (CI/CD), AWS (EC2, ALB, VPC, IAM), Railway, Git, Linux

Testing · pytest, pytest-django, Locust

Also on the live portfolio site.

• AWS Solutions Architect Associate (SAA-C03) Specialization – Packt (Jul 2026)
• IBM RAG and Agentic AI Professional Certificate · IBM (Aug–Sep 2026)
• Artificial Intelligence (Credit Course) · SmartBridge × Google for Developers (Jul 2025)

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