Causal Inference

Fewer Clicks, More Purchases

We study how introducing a one-step checkout algorithm impacts consumer behavior and the economic value it generates for retailers in e-commerce.

Product for Evaluating Decision Rules

In this project, I leveraged ideas from economics and reinforcement learning to build a product that enables evaluating decision rules offline, fast, scalable and reliable manner.

Optimizing Profitability through Technology

In this project, I designed and implemented the first causal measurement within Amazon`s Automated Profitability Team and generated actionable insights for the retail business.