Founder-minded data leader focused on turning real-world friction into AI products that deliver tangible value.
I just filmed a 19-minute video covering the exact GTM playbook we used to generate 176 leads in October for our B2B agency.
Here's what I cover in this video:
> How We Created a No-Brainer Offer
> Our Proprietary B2B Content Strategy
> Twitter (X) Growth & Lead... See more
Goodbye, vanilla RAG.
Hello, Agentic RAG!
๐ฉ๐ฎ๐ป๐ถ๐น๐น๐ฎ ๐ฅ๐๐
The common vanilla RAG implementation processed the user query through a retrieval and generation pipeline to generate a response grounded in external knowledge.
Advanced vanilla RAG techniques... See more
Every Product Manager should know these websites!
1. chatprd. ai - AI chief product officer
2. joinvocation. com - discover your next job move with AI
3. prodmgmt. world - feel complete as a PM without years of trial & error ๐น
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Most PMs waste weeks overthinking reversible decisions.
Meanwhile their competitors ship features, learn from real users, and course-correct faster than you can schedule your next "alignment meeting."
The framework that changed how I make every product... See more
RAG is not just one technique, it is an entire ecosystem of intelligence.
From context-aware assistants to domain-specific systems, here are 16 types of RAG models shaping the next wave of AI innovation -
1. Standard RAG
The foundation of all RAG systems - combines retrieval... See more
I started my product career as a growth PM
Here's a good prompt that can help you generate potential hypotheses for why users don't convert, worded from their perspective and mapped to the 6 behavioural drivers (Motivation, FOMO, Clarity etc.)
You can also ask it to turn these into FAQs and... See more