Shipping AI Features Faster: A Lightweight Analytics Loop
A 5-step feedback loop using event design, cohort tracking, and rapid iteration to keep AI feature development grounded in adoption and retention—not hype.
AI & Product
Analytics
Dashboard Bloat: A Framework to Audit & Archive
How to reduce clutter, reclaim performance, and focus stakeholders on decision-driving metrics using a SCORE pruning model.
SQL
Designing Durable Event Tables (Without Crying in Prod)
Practical patterns for schema evolution, late-arriving data, and replay safety in product analytics pipelines.
Career
The 30-60-90 Analytics Onboarding Map
A structured checklist to add value early while building context—used across SaaS, higher-ed, and platform teams.
AI
Retrieval Quality > Model Size: RAG Tuning in the Real World
Practical levers (chunking, embeddings, freshness layering) that improve answer precision before you swap models.
Visualization
Storyboarding Dashboards Before Building
A pre-build process using question trees + narrative zones to cut iteration cycles and deliver adoption-ready dashboards.