Articles
Data Governance
Foundation Topics
- Why Your Data Science Notebook Will Break in Production (And How to Fix It) – October 2025
- When You Don’t Have Enough Data for A/B Testing But Still Need to Act – September 2025
- Adoption as Wiring, Not Roadshows – September 2025
- The Missing Contract: How to Wire Every Metric to a Move – September 2025
- The Unseen Hand: Data Science Is What Makes RAG and Agentic AI Work – September 2025
- The Velocity–Value Paradox: How to Be Fast and Right (Start at the End) – September 2025
- The Hidden Reason Your Data Isn’t Driving Action – August 2025
- Beyond the Mirror: How to Tell If Your KPI Drives Action or Just Reflects the Past – August 2025
- The Roadshow: What Happens After the Launch Determines the ROI – August 2025
- Beyond the Dashboard: How to Lead with a Strategic Compass – August 2025
- From Insight to Implementation: Why Agile Breaks Down in Data Science – July 2025
- Why Doers and Leaders Still Struggle to Align on Data and How to Fix It – July 2025
- How to Use the MECE Framework to Stop Forgetting What Actually Matters in Data Work – July 2025
- From Data Dump to Data Story: How to Design Dashboards That Speak – June 2025
- The Question Is the Problem: 5 Traps That Sabotage Analysis Before It Starts – June 2025
- The Data Isn’t Wrong. You’re Just Missing the Rest of the Story. – May 2025
- Making Data Actionable: How to Move from Insight to Impact – April 2, 2025
Modeling & Analysis
- When the Model's Right and the Business Still Suffers, Look Here – July 2025
- Smart, Not Expensive: Reimagining NLP Pipelines in the Age of LLMs – July 2025
- Choosing the Right Classification Metric: Lessons from Class Imbalance – May 2025
- Your Model Is Lying to You: Why Calibration Matters – May 2025
- Was the Program Successful? – May 2025
- When Everything Drifts: Lessons from My First Attempt at Model Monitoring – May 2025
- From Brushstroke to Meaning: The Fluid Art of Data Science – April 15, 2025
- What’s Driving These Results? A Data Scientist’s Guide to Root Cause Analysis – April 8, 2025