Data engineering
I build warehouses, pipelines, models, and the plumbing that turns scattered data into something people can actually trust and use.
I'm a data engineer and analytics builder. I spend a lot of time designing data systems, making information easier to use, and building small tools when I want something that doesn't quite exist yet.
I like practical systems, clear answers, and projects that make complicated things feel simple.
I build warehouses, pipelines, models, and the plumbing that turns scattered data into something people can actually trust and use.
I care just as much about the last mile: dashboards, reporting, and translating technical work into decisions that make sense to real people.
Most of my personal projects start with a question I can't stop thinking about, then somehow acquire an API, a database, and a user interface.
A few of the projects currently living on cristy.dev.
See whether I've heard an artist, explore recent discoveries, follow the Road to 12,500 Artists, and add a recommendation to the playlist.
Turn your Last.fm favorites into a Spotify playlist of artists you haven't heard yet. Choose your listening period and find up to 100 new artists.
Find upcoming comedy shows, follow comedians and venues, and sign up for alerts when new dates are announced.
A practical recipe collection gathered from around the web, organized into one consistent format with notes, ratings, and favorites.
This site is intentionally a little eclectic. It's part portfolio, part playground, and part record of the things I get curious enough to build.