Bea Steers
Projects
Detection of polluting plumes ejected from NYC buildings - 2018-Present
Identifying clouds of pollution from NYC building-top camera feed using an RCNN. Developed a web app for streaming, processing, and tagging the images.
Sounds Of New York City (SONYC) - 2017-Present
Working on sensor maintenance and microphone fault detection for the largest distributed noise monitor network in the world.
Semi-Supervised Learning Performance on Urban Soundscape Classification - 2018
Tested the performance improvement gained from semi-supervised learning for urban sound classification using both VGG-ish and MFCC audio features.
Visually Exploring NYC Subway Journeys - 2018
Built a d3.js data visualization of NYC MTA trips using Marey diagrams.
Parameter-tuning for Simulating Jam-Absorption-Driving Strategy - 2018
Reproduced and tuned a traffic simulation that tests a driving strategy for mitigating traffic oscillations.
Work Optimization for Multi Family Building Energy Benchmarking - 2017
Built a dashboard using deck.gl to visualize multi-family building energy usage in NYC.