Research VIGMA (In Review) A comprehensive toolkit for gait/motion data analysis and visualizaiton Deep Umbra A generative approach for sunlight access computation in urban spaces Sidewalk Data Quality Coverage of OSM sidewalks and trustworthiness as an alternative measure of data quality Alzheimer's Assistant An IOT based assistive tool for Alzheimer's patients and their caregivers Autism ML An accurate prediction model for ASD interfaced with a mobile app Tree models for ASD Exploring tree-based machine learning methods to predict autism spectrum disorder Other US Gun Deaths Visualization tool to inspect number of gun deaths in the US states and cities in year 2013 Big Yellow taxi Taxi ridership data and interesting trends visualization for Chicago in 2019 FlowVis Computational fluid flow simulation of 3D point cloud data using three.js Subway CTA ridership data visualization (Halsted, O'Hare, and Sox 35th station) Dont Sleep in Subway Geographic info and ridership data visualization of Chicago CTA stations Shadow Map Tool to visualize accumulated shadows of Chicago for three seasons Modeling the Pandemic Visualizing impact of COVID in Chicago, using socio- demographic and COVID data GaitVis Visualization tool to explore gait features and differentiating healthy adults and patients Street Network Shadow Visualizing the distribution of accumulated shadows in streets of Chicago for three seasons Shadow Map WebGL Shadow mapping for urban settings using WebGL Ray Tracing Ray tracer using JavaScript and WebGL Dine-in-UIC Dine-In UIC - "Navigate Large Food Halls with Ease" Min-Support Apriori Python implementation of minimum support apriori algorithm Sentiment Analysis Classifying sentiment or opinion expressed in tweets during 2012 US elections Visualization Critique Critique of a web-based visualization tool "Google Mobility Trends"
