AI Podcast · Practitioners & Leaders
Where AI practitioners share their recipes for production.
Honest conversations with AI leaders, researchers, and builders — exploring alignment, ethics, and what actually holds up when AI moves from hype to infrastructure.
Upcoming Conversations
AI in the Real World — Lessons Worth Writing Down
20 years of applied ML — from bioinformatics to adtech to enterprise LLMs. A candid conversation about what production AI actually looks like, the gotchas nobody warns you about, and the lessons that only come from shipping real systems.
Myths About AI in Production
The gap between the demo and the deployment. Common beliefs that sound right but break in practice — and what experienced teams do differently.
Leading AI Engineering Teams at Scale
What no one tells you about running AI teams — org structure, build vs buy decisions, managing expectations, and why most enterprise AI projects stall before they ship.
Your host
A
AI Cooks
Data scientist · Sydney
Working on real-world AI systems — exploring how AI is actually built and governed.
A note on independence
- Views expressed are personal and do not represent any employer or organisation.
- We keep conversations independent and guest-led — quality of insight over commercial interest.
- Guest speakers express their own views and opinions.