Ideas & perspectives

Blog

Writing on AI, product analytics, data science, business, and geopolitics - things I work on and think about.

AI
RAG for Analytics: Letting Your Team Ask Questions in Plain English
Mar 3, 2026  ·  8 min read
AI
Anomaly Detection Is the Easy Part. Explaining What It Means Is the Hard Part.
Feb 25, 2026  ·  8 min read
AI
Bayesian MMM in 2026: What's Changed, What Hasn't, and Where AI Fits
Feb 14, 2026  ·  9 min read
AI
Text-to-SQL with LLMs: What Actually Works
Mar 4, 2026  ·  9 min read
AI
LLMs for Analytics: Honest Take After a Year of Building
Mar 4, 2026  ·  7 min read
AI
How to Set Up Claude Code CLI: A Practical Guide
Mar 1, 2026  ·  5 min read
AI
Beyond Dashboards: Why AI is the New Interface for Product Analytics
Feb 21, 2026  ·  6 min read
Data Science
Uplift Modeling: Measuring the True Impact of Your Campaigns
Nov 18, 2025  ·  7 min read
Data Science
The Analyst's Guide to A/B Testing: From Hypothesis to Decision
Oct 22, 2025  ·  8 min read
Product Analytics
Data Storytelling: Turning Analysis into Executive Action
Sep 5, 2025  ·  6 min read
Product Analytics
Multi-Touch Attribution: Moving Beyond Last Click
Jul 14, 2025  ·  7 min read
Data Science
Churn Prediction with Machine Learning: A Practitioner's Guide
May 3, 2025  ·  9 min read
Product Analytics
Choosing Your North Star Metric: A Framework for Product Analytics
Mar 12, 2025  ·  6 min read
Product Analytics
Unlocking Growth: Cohort Analysis for New Users
Dec 27, 2024  ·  6 min read
Geopolitics
India 2047: What a Century of Independence Could Look Like Work in progress
Coming soon  ·  Geopolitics