GenAI in Data Science .
ML & Causal Inference
Building an AI-Native Causal Agent Platform: From Prototype to Production
Jul 5, 2026
An End-to-End Agentic Workflow for Causal Analysis.
Causal Inference Application v6: Building a Prototype of an Autonomous Causal AI Agent
May 24, 2026
Transitioning From an AI-Powered Experience to an AI-Native Agent.
Causal Inference Application v5: Bayesian Synthetic Control & AI-Guided Experience
May 2, 2026
A Key Step Towards an Autonomous Causal Agent.
Causal Inference Application v4: Introducing GeoLift
Apr 8, 2026
Synthetic Control for Geo Experiments.
Causal Inference Application v3: Introducing Bayesian Structural Time Series (BSTS)
Feb 15, 2026
Evaluating Intertemporal Causal Impact.
Causal Inference Application v2: Enhancing with an AI Assistant
Jan 9, 2026
Vibe Coding Can Be Addictive.
Building a Causal Inference Application with Google Antigravity and Streamlit
Dec 22, 2025
A Journey from “AI-First” to “Agent-First”.
Analytics & Experimentation
Treating Content Like a Product: A 14-Day SEO Experiment
Mar 7, 2026
A Comprehensive Journey from Insight to Impact.
Vibe Coding an AI-Powered Customer Review Intelligence System for My Side Business
Jan 29, 2026
Transforming Customer Feedback into Business Growth with AI.
From Data to Decisions: A Practical Framework to Quantifying Business Impact
Sep 16, 2025
Using a Tiered Approach to Inform Investment Strategies.
Designing Effective Metrics
Sep 1, 2025
A Tiered Framework for Evaluating Product Success and Business Impact.
Vibe Coding an SQL Quiz Generator with Gemini
Aug 16, 2025
How AI Tools Helped Me Prepare for Data Science Interviews and Build a Project from Scratch.
Estimating Cash Flows for My Startup with a Survey in China
Aug 1, 2025
A Case Study of Supercharging Data-Driven Decisions with AI.
From Reactive Reporting to Proactive Partnership
Jun 15, 2025
A practical framework for high-impact data science collaboration.
Demystifying Product Sense in Data Science Interviews
May 14, 2025
An end-to-end framework for identifying ideas and measuring impact.
Growth & Leadership .
From Full-Stack Analyst to AI-Powered Data Scientist
Mar 28, 2026
One-year Review of my GenAI Learning Journey.
Productize Myself: What I Accomplished in Six Months
Oct 1, 2025
My Growth Story: What Doesn’t Kill Me Makes Me Stronger.
IC or Manager: The Efficiency Paradox
Jul 17, 2025
The Hidden Trade-Offs of IC vs. Manager.
Riding the AI Wave: My Three-Month GenAI Deep Dive
Jul 3, 2025
A Practical GenAI Learning Framework.
All-in on Myself: What I Accomplished in Three Months
Jun 29, 2025
The Power of Taking a Career Break.
How Data Analysts Thrive in the Age of AI
Apr 30, 2025
Evolving from a Specialist to a Full-Stack Analyst.
