Data Science / Software Projects

A curated list of data science and exploratory machine learning dashboards I have made (mostly using R Shiny).

smartlyt

smartlyt uses an unsupervised clustering algorithm to group documents from PubMed search results into discrete clusters to focus literature deep dives.

Ethylene Oxide Explorer

Ethylene oxide explorer is a tool to visualize emissions reported by facilities to the Toxics Release Inventory (TRI) and the corresponding cancer risk estimates calculated by the EPA as part of NATA and AirToxScreen.

Formaldehyde Emissions Estimator

This tool was created (in R Shiny) as a supplement for the work that we did to estimate formaldehyde emissions from laminate flooring and the corresponding indoor air formaldehyde concentrations. Concentrations are based on various parameters that can be adjusted by the user.