Data Scientist, Amateur SysAdmin, Polymath
I'm Andrew Simonson, a Data Scientist at Ecolab and a graduate Data Science student at Rochester Institute of Technology, having recently completed the Computer Science BS program (international relations minor) with a focus on probability theory.
I get bored and throw random stuff on this website.
This is what unprofessional development looks like.

Live geospacial analysis of Maryland's Antietam and Conococheague sub-watersheds, monitoring water quality and temperatures through the summer months for governmental environment health review boards.

Brand valuation analysis of the used car market, measuring value decay by mileage to extrapolate qualities such as percieved reliability and persistent value of luxury features.

Live crowd migration map using RIT occupancy data. It seems RIT didn't like me exposing their surveilance state but since they didn't want to talk to me about it they instead changed the service response schema a few times. When that didn't stop me they just shut down the whole service. Nerds.

An analytical toolkit designed for reactive chemistry analysis, especially calorimetry. Works include automatic analysis, alerting unusual and dangerous results derived from a wide range of testing envrionments and equipment

An ArcGIS geospacial analysis comparing the difference in effectiveness of wind, solar, and geothermal energy across the continental 48 United States.

This website is my personal sandbox where I've integrated some of my data projects via docker cluster. It is self hosted and zero-trust secure while remaining dynamic and free of the tech debt that comes with pre-designed sites and excessive framework application. Yeah, I can do E2E.


A simulator for the browser game, NationsGame, to analyze unit composition and predict in-game victors and unit statistics. Unfortunately, NationsGame is now defunct. Limited screenshots of functionality.