Getting Started with Hugging Face Spaces
A practical guide to deploying interactive ML demos using Hugging Face Spaces, from setup to sharing your models with the world.
machine-learning hugging-face deployment
Blog
Writing & Ideas
Thoughts on practical data science, ML engineering, career building, and lessons from production systems.
Why Every Data Scientist Needs a Portfolio Site
Your GitHub profile isn't enough. Here's why a personal website is the highest-leverage investment you can make for your data science career.
career data-science personal-branding
Building Robust ML Pipelines That Don't Break at 3 AM
Lessons learned from production ML systems: how to design pipelines that handle failures gracefully, log meaningfully, and alert before things go wrong.
machine-learning mlops engineering