Understand AI and ship better product - three minutes at a time.
Short, honest explainers for busy people, deep tracks when you want to go further, and the certifications actually worth your money. Written by a product leader who has shipped GenAI at AIG, telemetry platforms at Microsoft and fraud decisioning at Mastercard.
- Explainers
- 19
- Certs mapped
- 30
- Yrs shipping
- 14
Nothing here is affiliate-linked
Everything here helps you learn AI and product - or get hired doing it.
Micro-learning when you have three minutes, deeper tracks when you have a weekend, free and paid certifications compared honestly, and mentoring when you want a person rather than a page.
AI & product micro-learning
The 3-minute series: one idea per piece on AI, security and product, explained properly in the time it takes to make coffee.
19 explainers →02Deep AI & product learning tracks
Curated external courses, docs, papers and video on AI, ML and product - each with who it's for and how long it really takes.
22 resources →03Free & paid certifications
Every AI and product credential worth considering, free and paid side by side, with cost and level stated up front.
30 mapped →04The PM playbook
OKRs, KPIs, discovery, prioritisation, storytelling and interview prep - the working templates behind the advice.
17 guides →05Career paths in product
What each rung of the product ladder actually asks of you, and honest guides on breaking in and moving up.
Ladder & guides →06Mentoring, talks & workshops
1:1 mentoring, CV and mock interview sessions, plus guest lectures, seminars and company workshops on AI × product.
Work with me →Akhtar Kamal
AI and product leader in Dublin, Ireland, with 14+ years across GenAI, platform engineering, fraud detection and enterprise fintech. I led Windows telemetry as Product Manager at Microsoft, and fraud decisioning at Mastercard - with a recent stint in GenAI product ownership at AIG along the way. ProductPulseAI is where I put the learning, the shortlists and the mentoring in one place.