The work, as the model sees it.

I've spent years working as a Senior Data Scientist, building pipelines, training models, and extracting insight from large datasets using Python, PySpark, and SQL.

I focus on taking those models into reliable, scalable products, LLM applications, MLOps, and systems where data science meets software engineering, like the homelab Kubernetes platform that runs this very site.

I like solving problems that sit at the intersection of data, models, and real-world impact.