
·5 min read
Rethinking Risk in the Age of AI
What I've learned building fraud detection systems with AI after years of rules-based approaches: where ML actually helps, where it doesn't, and what deploying a model in production taught me.
Stories, tutorials, and deep dives spanning across diverse worlds.

What I've learned building fraud detection systems with AI after years of rules-based approaches: where ML actually helps, where it doesn't, and what deploying a model in production taught me.

Production lessons from building digital wallet and autonomous checkout agent workflows: what drives real conversion and what is still friction.