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When Your Spotify Wrapped Won't Wait: Building My Own Music Data Pipeline
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When Your Spotify Wrapped Won't Wait: Building My Own Music Data Pipeline

Inspired by Spotify Wrapped, I built a personal music data pipeline that saves every track I play to a database. What started as curiosity about my listening habits became a deep dive into API design, data visualization, and the stories our music choices tell about our lives.

#react#tools#inspiration
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2025: London, Level 69, and Learning to Build with AI

This year brought unexpected milestones: navigating the London Tube with my teenage son, hitting a 2-year Spanish streak on Duolingo, diving deep into open-source AI models, and launching a multi-tenant SaaS platform. Here's what stood out, what I learned, and why 2025 felt like a year of showing up and following through.

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