Open to GenAI / AI leadership conversations

I build agentic AI
that ships to production.

Data Science Lead · GenAI & Agentic AI

I design and lead teams that turn large language models into real products — agentic RAG assistants, LLM fine-tuning pipelines, and computer-vision systems. 8+ years deep in Data Science, NLP, and Computer Vision, and I still love to build with my own hands.

Agentic AI · LangGraph · multi-agent GenAI · RAG · fine-tuning Computer Vision · YOLO v8 MLOps · AWS · FastAPI
About

I'm a Data Science Lead in Gurgaon who's spent the last 8+ years taking AI from idea to production — owning data strategy, architecture, deployment, and the team. I care about clean engineering, pragmatic system design, and building things people actually use.

Things I've built

Open-source & personal projects

Side projects I designed and shipped end-to-end — all open source, live, and documented.

01Live

Agentic Town

Multi-Agent Simulation · Python · LLMs · Ollama / Gemini

An autonomous multi-agent simulation set in modern Gurgaon. Ten AI characters with distinct personalities live, work, and interact entirely on their own — each powered by an LLM, reading its own "soul file", keeping a private diary, forming opinions, and making decisions based on hunger, energy, mood, and goals. No player control — just watch the drama unfold.

02Tool

html-feedback

Claude Code Plugin · Python · stdlib-only

A plugin that turns any folder of HTML into a Figma-style review canvas. Highlight text, click elements, leave comments, hit ▶ Process — Claude edits the source HTML, the page reloads with the changes highlighted, and you revert anything you don't like with one click. A fast, visual, reversible review loop that stays in the browser.

03App

Marky

Electron · TypeScript · React · AI-native

A beautiful cross-platform Markdown editor with first-class AI assistance and pixel-perfect PDF export. Multi-tab editing, side-by-side preview, a full formatting toolbar, on-demand AI continuation and refine tools over Anthropic / OpenAI / Google / Ollama, and OS-keychain-encrypted key storage. Privacy-first and polished.

In production

Selected professional work

Flagship AI systems I've architected and led with my team. Details generalised to respect confidentiality.

Agentic RAG Sales Assistant

LangChain · LangGraph · FastAPI · ChromaDB · Redis

A multi-agent assistant that gives sales agents real-time answers from product knowledge bases — retrieval, reasoning, and response in one pipeline, deployed across retail and telesales channels.

Conversational AI Platform

LangGraph · Azure OpenAI · RAG · Multi-Agent

A supervisor-based multi-agent chatbot replacing a legacy intent system — handling sales, claims, renewals, and service requests with guardrails, and voice support in a later phase.

Video Fraud Detection

YOLO v8 · PyTorch · AWS Lambda · SQS

A serverless computer-vision pipeline that detects mobile-device defects (screen, back, sides) from video using YOLO v8 and LLM-based OCR, built for customer onboarding.

LLM Fine-Tuning Pipeline

QLoRA · SFT · CPT · Unsloth · Python

A multi-stage data-preparation pipeline feeding a domain-specific LLM, fine-tuned with QLoRA 4-bit quantisation using SFT and CPT techniques.

Toolkit

Skills & technologies

What I reach for, organised by area.

GenAI / LLM

LangChainLangGraph Agentic RAGGoogle ADK Prompt EngineeringQLoRA SFTCPT ChromaDBVector DBs

ML / Computer Vision

PyTorchTensorFlow YOLO v8BERT / Transformers Scikit-learnNLP Object Detection

Cloud & MLOps

AWS LambdaSageMaker S3SQSEC2 FastAPIDocker GitLab CIRedisKafka

Languages

PythonSQL JavaScriptTypeScriptReact
Get in touch

Let's build something.

Open to interesting conversations around GenAI, Agentic AI, and building AI teams. The fastest way to reach me is email — or connect on LinkedIn.