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.
-
I’m Shivani, a Senior Data Scientist who writes about building with AI, product thinking, and the occasional experiment on myself. If you’ve been anywhere near the tech world lately, you’ve heard “agentic AI” thrown around until it loses meaning. I was one of those people nodding along while feeling quietly overwhelmed. So I decided to…
-
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.
Notes From Shivani 