Thoughts &
Observations

I write about AI, marketing science, and measurement for growth-stage teams.

Follow along at asksaumya.com.

Personalization in Marketing Science: How AI Is Rewriting the Rules of Engagement

From RFM scores to reinforcement learning, and what comes after the cookie crumbles.