Work
Projects & experiments
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.
I also have a certifications page and a resume for unexplained reasons.
Technologies
Projects
Human vs AI Code Smell Study
completeResearch paper comparing human vs AI code maintainability based on mature code smell detection algorithms.
Generalized Trust Review
completeShort analysis correlating societal blanket trust of press and scientific institutions.
PsyCom - Physical Combinatorics
WIPExperimental innovation engine operating on physical attributes and limitations of proven existing technologies with further AI review.
Antietam-Conococheague Watershed Monitoring
completeLive 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.
Automotive Brand Valuation Analysis
completeBrand 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.
RIT Hotspots
incompleteLive 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.
Calorimetry Analysis Engineering
completeAn 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
Geography of Alternative Energy
completeAn ArcGIS geospacial analysis comparing the difference in effectiveness of wind, solar, and geothermal energy across the continental 48 United States.
OccupyRIT
completeCollects RIT Gym Occupancy data, determining busiest workout times
Portfolio Website
completeThis 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.
Monte Carlo Engine for NationsGame
completeA 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.