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.
Senior Product Manager at Stixis Technologies, owning payments and loyalty products for convenience retail in North America. Payments and checkout for 6thStreet across the GCC before that, and SWIFT at Finastra.
What Shivaprasad wrote about the course after Cohort 08. These are real people with real portfolios, not marketing copy. Want to talk to Shivaprasad? I’ll intro you.
Great 8 weekends with Ankit and his team!
The hands-on approach and Ankit’s ability to simplify complex AI concepts helped me better connect AI capabilities with product strategy and execution.
✓✓Complex AI concepts, simplified.
Hands-on from the first weekend.
AI connected to strategy and execution.
SLK
Finastra
6thStreet.com
Stixis Technologies
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.
Turns podcast episodes into vector embeddings, so you can ask a question and get the answer from what was actually said.
How retrieval keeps an answer grounded in real content.
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.
Four years leading payments and checkout across the GCC and Egypt: a large share of lost orders is in the payment step, not the page design.
Five years of SWIFT compliance releases at Finastra, with a date nobody can move, and what makes such a release uneventful.
A career that began in QA for banking and payments, and why that path was a straight line into product rather than a change of direction.
Shivaprasad
Nishant Pandita
Sidhartha Pooboni
Sunil S Sakri
Saurav Sarkar
Prabhakar Arya A
Junisha Malkani
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 Shivaprasad’s.
Real testimonials, not marketing copy. Want to talk to any of them? I’ll intro you.