Notes From Shivani

Technology

Clear, simple thoughts on data science, experimentation, and tech careers.

Photo by Sincerely Media on Unsplash

Welcome to my technology blog.

This is a space where I unpack data science concepts, product thinking, and technical learnings from my work and curiosity. Whether it’s breaking down experimentation frameworks, summarizing technical papers, or reflecting on real-world projects, this is my growing collection of insights written in plain, easy to understand language.

These are just ideas I found worth sharing.

Recent Posts

These are some of my recent publications.

  • How CUPED Makes Your A/B Tests Smarter (Without Needing More Users)

    How CUPED Makes Your A/B Tests Smarter (Without Needing More Users)

    A beginner-friendly guide to CUPED, a clever technique that helps you run faster, clearer A/B tests by using pre-experiment data. Learn how it works, why it matters, and how companies like Lyft and Microsoft use it to improve experimentation in real-world products.