Data Scientist · Analytics & ML
Data analysis & storytelling, and ML that ships.
I turn messy data into decisions — pairing rigorous analysis with clear storytelling, and shipping ML that actually runs in production.
Case Studies
3 studiesEnd-to-end stories: the question, the analysis, and the decision it drove.
Explore→ML in Production
3 systemsModels that ship — serving, monitoring, retraining, and the engineering around them.
Explore→Visualization
6 piecesCharts and dashboards built to make a point, not just to look pretty.
Explore→About
I connect the data to the decision.
Most analyses die in a slide deck. My work is judged by the decision it changed — so I spend as much effort on the narrative as on the model.
I move across the full stack of the craft: scoping ambiguous questions with stakeholders, doing the rigorous analysis, and then engineering the result into something that runs reliably in production.
Based in San Francisco, CA. Always happy to talk about a hard data problem.
Toolkit
Analysis & Storytelling
Machine Learning
Production & Tooling
Visualization
Have a problem worth digging into?
I'm open to roles and collaborations in data science, analytics, and applied ML.
cwu@thumbtack.com