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Andrew Simonson

Data scientist at Ecolab and a graduate student at RIT. I build end-to-end decision machines: from data pipelines that process scale, to epistemic models which understand, to user interfaces that convey.

Now

September 2026

At work
Primary model developer on RushReady at Ecolab: explainable anomaly detection with XGBoost and SHAP, plus brand-configurable recommendations for quick-service restaurants, all running on a near-real-time Delta Live Tables platform.
At school
M.S. in Data Science at Rochester Institute of Technology, focused on probability theory, statistical learning, and Bayesian methods. Capstone in fall 2026.
At home
Running a two-GPU homelab that serves Mixture-of-Experts models to coding agents over local endpoints, and using the same rig to fine-tune small models.
On the shelf
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All reviews

Selected work

Everything

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What now?

I wasn't really expecting anyone to read this far. If you're looking for shared resources you've taken a wrong turn.

From here, we'll rekindle the future.

Pepsi Addict If you can read this you are too close to the monitor They took my blood but it wasn't DNA, it was USA Bob the Builder: can we build it?

Seraphim over a globe
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