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Learn How to Build Behavioral Analytics that Drive Growth

I share practical guides and templates for product analytics and behavioral growth. No theory, just actionable steps you can implement today.

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March 6, 2025
5

Enabling Self-Serve Product Analytics for a Client Using Amplitude

The client needed self-serve analytics but lacked structured data. Amplitude was set up, events were routed via Segment, and the team was trained, enabling real-time insights and reducing engineering dependency within a month.
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March 3, 2025
5 min

Scaling Broke Our BI: How We Rebuilt Looker & Migrated from Postgres to BigQuery in 6 Months

How We Fixed Broken BI: Migrating to BigQuery & Rebuilding Looker Cut Query Times 10x and Slashed Dashboards by 60%
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March 3, 2025
5

How We Overhauled Broken Event Tracking in 6 Months & Slashed Ad-Hoc Requests by 80%

In 6 months, a fragmented analytics setup was transformed into a scalable, self-serve system. Ad-hoc requests were reduced by 40%, stakeholders aligned, and Segment + Amplitude were implemented with a structured event framework. The result: 100+ high-value events instrumented and 10X faster insights for teams.
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March 3, 2025
5 min

The Hidden Cost of Messy Product Analytics

đź’ˇ How Poor Data Infrastructure, Broken Tracking, and Disconnected Teams Are Costing Your Product More Than You Think
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February 25, 2025
6

🚀 From Data Chaos to Scalable Insights: Fixing Broken Analytics in 12 Months

How we transformed a broken analytics setup—fixing data chaos, streamlining processes, and enabling self-serve insights in just 12 months
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February 20, 2025
6 min

Designing KPIs That Actually Matter: A Product Analyst's Deep Dive

Learn how to design effective KPIs for product features through a structured framework, demonstrated with Oura's daytime stress feature. Discover why proper KPI design begins with mapping your feature in the product ecosystem, understanding supervisor metrics, and defining clear user value and business impact before selecting your core metrics.
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