Member story · Cohort 06 · April 2026

A decade in search and conversion. Hands-on, with excellent support

Product manager at airasia Super App, living in the funnel: search, checkout and the experiments between, after Dell and lastminute.com.

Chabi Anand
Chabi Anand Product Manager at airasia Super App
Chabi’s feedback

In Chabi’s own words

What Chabi wrote about the course after Cohort 06. These are real people with real portfolios, not marketing copy. Want to talk to Chabi? I’ll intro you.

Chabi AnandCohort 06 · April 2026
Chabi on the course

I wouldn’t call this a course, I’d call it a hands-on AI learning experience, with guidance and support that’s genuinely excellent.

Learning doesn’t get much better than this.

✓✓
What changed for Chabi

Hands-on, not a course to sit through.

Guidance and support that’s genuinely excellent.

Learning doesn’t get much better.

Chabi learned alongside PMs from
Quest American Express Publicis
Morgan Stanley Google PhonePe
Salesforce Oracle NVIDIA
Barclays Airbnb JPMorgan Chase
Microsoft Walmart Global Tech India Amazon
Cisco Palo Alto Networks Myntra
Intuit Tesco Technology Verizon
Indeed Caterpillar Unilever
Motorola Solutions Zoho Trellix
U.S. Bank Lowe's India EY
F5
The path

Incidents, search, growth, and now AI

  1. 2012

    Product Support, then Major Incident Manager

    Fico

  2. 2016

    Product Manager

    lastminute.com

  3. 2019

    Product Manager

    Dell

  4. 2022

    Product Manager

    airasia Super App

  5. Apr 2026

    Curious PM

    Cohort 06, April 2026

The work

What Chabi built, and writes

See everything on Chabi’s portfolio ↗
01 / 03

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.

OpenAI Streamlit Python
Open ↗
What it teaches a PM

What makes a chatbot useful is memory and tools, not the model alone.

02 / 03

Podcast search with RAG

Turns podcast episodes into vector embeddings, so you can ask a question and get the answer from what was actually said.

RAG Pinecone Streamlit
Open ↗
What it teaches a PM

How retrieval keeps an answer grounded in real content.

03 / 03

AI networking assistant

Finds people by what they do rather than by keywords, then starts the introduction with a voice call.

Voice AI Pinecone Twilio
Open ↗
What it teaches a PM

How matching by meaning differs from ordinary search.

Around Chabi

Where Chabi works, and more stories

Your turn

Chabi built these. What would you build?

Eight weekends of building real AI products with a small group of PMs. You leave with a portfolio like Chabi’s.

Next cohort
Cohort 09
Starts
Nov 14, 2026
Length
8 weekends
Seats
18–24
Keep reading

More stories from the community

Real testimonials, not marketing copy. Want to talk to any of them? I’ll intro you.

All stories