Modular AI chatbot platform
A series of chatbots, each a step further: from a basic prototype to one with memory, tools and a database behind it.
What makes a chatbot useful is memory and tools, not the model alone.
Owns Forecasting and Deal Management in Zoho CRM, after three years in technical support for Zoho Books.
What Prabhakar wrote about the course after Cohort 08. These are real people with real portfolios, not marketing copy. Want to talk to Prabhakar? I’ll intro you.
These 8 weekends were really useful. Instead of handing out notes and straight-up how-to demos, they equipped me with the right information and guidance on the AI and tech part, the correct combination required for a product builder.
I now have insight into how apps work and AI’s role in it.
✓✓Guidance, not notes and demos.
Insight into how apps work.
The combination a product builder needs.
Zoho
Zoho
Zoho
Cohort 08, August 2026
A series of chatbots, each a step further: from a basic prototype to one with memory, tools and a database behind it.
What makes a chatbot useful is memory and tools, not the model alone.
Semantic search over a thousand podcast episodes, then the same engine exposed over the Model Context Protocol so an AI assistant can search, keep notes and run research briefs.
An MCP endpoint is a live API: ship it with auth.
One agent loop that searches and reads the web, remembers you between sessions, runs a job search from your resume and answers the phone, with chat and voice sharing one memory.
The assistant grows by registering tools, not by adding branches.
Owning Forecasting in Zoho CRM: from the outside a forecast is a number, from the inside it is about structure and who owns which part of it.
Building quick prototypes with AI tools before sprint planning, and how that changed PRDs and the conversations with engineering and design.
Three years of technical support for Zoho Books, and why it turned out to be the best preparation for product work.
Prabhakar
Junisha Malkani
Shivaprasad Patil
Nishant Pandita
Sidhartha Pooboni
Sunil S Sakri
Saurav Sarkar
Raunak Pandey
Ranjith Kurukkath
Vinit Gujarathi
Pradeep Reddy
Vidhika Chakravarti
Lokesh Leel
Karine Majdalani
Guru Prasad
Neeharika Parasa
Every face has a story. Tap one to read it.
Eight weekends of building real AI products with a small group of PMs. You leave with a portfolio like Prabhakar’s.
Real testimonials, not marketing copy. Want to talk to any of them? I’ll intro you.