A ride-share AV rewards program, a Bayesian fanatic, and the claim that Bayesian experiments let you peek. They do not. Here is the math.

Bayesian methods in consulting practice: Thompson sampling for multi-armed bandits, conjugate priors for A/B testing, and hierarchical models for recommendation engines — with Python examples.