Growth Systems & Learning Journal
Notes from real projects — Meta Ads, CAPI tracking, WhatsApp automation, and CRO. Every post includes real screenshots from the work.
Why I Built This Website from Scratch (Instead of Using WordPress)
Building this site from scratch taught me more about technical SEO, schema markup, and growth infrastructure than any course could. Here is what I learned — with actual code screenshots.
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How I Set Up Complete Analytics on a Custom Static Site
After 2 days of debugging, I finally got server-side tracking working with GTM + GA4 + Cloudflare Zaraz.
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Building High-Throughput WhatsApp Automation with Cloud API
How to design non-blocking WhatsApp automation pipelines that survive rate limits and high traffic.
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What I Learned from Stanford's Code in Place (Python for Marketers)
Code in Place is a free Stanford program that teaches Python fundamentals. Here is why every marketer should learn to code.
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Meta CAPI Setup: Stop Losing iOS Conversions
Server-side Conversions API (CAPI) recovers signals lost to iOS privacy and ad blockers.
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A Simple CRO Checklist for Landing Pages
Five checks that often lift conversion rate without a full redesign — clarity, speed, proof, friction, and mobile.
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How I Structure Meta Ads for Scalable ROAS
A practical ABO to CBO framework for testing creatives, finding winners, and scaling without burning budget.
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