About
Welcome to my blog, data delver! I'm so glad you found your way here.
My name is Chase Greco, and I'm a machine learning engineer with 8+ years of industry experience building and shipping production ML systems. I've been creating software since the '10s, beginning with writing Minecraft plugins, and eventually finding my way into the labyrinth of data science and machine learning.
These days I focus on the intersection of ML and software engineering: taking models out of notebooks and into production, building systems that actually work at scale, and figuring out the messy gaps between what the tutorials show and what enterprises actually need.
Why This Blog Exists
I started DataDelver to document my own "delves" into the world of Data Science, Machine Learning, and MLOps, along with any knowledge I unearth along the way. My writing leans heavily toward practical application and "making things real". If a concept can't survive contact with production, you won't find it here.
Some of the topics I write about most:
- ML Engineering & MLOps - productionizing models, microservices architectures, and the tooling that makes it all work
- Industry Perspectives - what it's really like practicing data science and ML engineering in the real world
- Hands-on Tutorials - step-by-step guides for tools and techniques I've found useful
- Fun Projects - Raspberry Pi experiments, local LLM setups, and other side quests
Get in Touch
If you'd like to connect, you can reach me through any of the following:
| Link | |
|---|---|
| chase@datadelver.com | |
| linkedin.com/in/chasegreco | |
| GitHub | github.com/DataDelver |
Thanks for stopping by and happy delving!