// get_in_touch

Let's build something intelligent.

Open to conversations about AI architecture, engineering leadership, and bringing GenAI into products at scale. I usually reply within a couple of days.

shantanu-ai

answers from this site · powered by RAG

shantanu-ai $ hello

Hi! I'm an AI assistant that knows Shantanu's experience, projects and skills. Ask me anything about his work.

// try asking

+ how_this_works

Your question
Embed
Vector search
Top passages + Gemini
Streamed answer

Retrieval-augmented generation over the site's own content (experience, projects, skills): your question is embedded, matched against every page, and only the closest passages go to Gemini, so answers stay grounded in what the pages say. Replies stream token by token, links are limited to this site, and requests are rate-limited per visitor. Watch the same pipeline step by step in the AI Lab.