Founding Motivation

Hi, I’m Catalina!

This space was born from a simple idea — to document the process of learning and building, so that curiosity and growth can leave a trace.

I originally worked in business development for the Spanish-speaking market. Through projects involving Power BI and App Script, I unexpectedly discovered my passion for data analysis and automation. Later, I proposed and led B2B platform and digital marketing projects, officially transitioning into the data field in 2023.

That experience made me realize my happiest moments come when repetitive processes get automated (probably because I’m a bit lazy ꉂ(ˊᗜˋ*)), or when I can apply data science knowledge to build products I genuinely enjoy. The joy of creating value through hands-on work became the driving force behind my journey into the world of data science.

This space records my notes and observations on math, computing, and software learning. My first-hand notes are on HackMD, and I’m currently strengthening my foundation in computer organization, calculus, linear algebra, and probability — while also practicing Flutter by building the Vibe Coding App.

Along the way, I experiment with small projects and occasionally take on website or n8n automation ideas for friends and family. Amid the busyness, I hope that documenting and sharing my progress helps me grow more solidly, step by step 🤲

Let’s chat about interests and life. Feel free to check out my personal blog.