writing

Notes from the build

Software engineering, data pipelines, and things I learned the hard way.

June 18, 2026

Building an end-to-end price-prediction pipeline

What I learned taking the Kaggle Mercari challenge from raw CSV to a served model — sparse matrices, RMSLE, and why the boring parts matter.

machine learningdata engineeringpython