Selected Publications
Generalizability of Wearable-based Acute Illness Detection Models
A cross-study Analysis of Wearable Datasets and the Generalizability of Acute Illness Monitoring Models
Fever onset detection using wearables
Utilizing Wearable Device Data for Syndromic Surveillance: A Fever Detection Approach
Wearables and Vaccine Response
Metrics from Wearable Devices as Candidate Predictors of Antibody Response Following Vaccination against COVID-19: Data from the Second TemPredict Study
Photography
Cinestill 800T
Canon EOS 5, Cinestill 800T
Fujifilm 200 (2)
Canon EOS 5, Fujifilm 200
Ilford Delta 3200
Canon EOS 5, Ilford Delta 3200
Fujifilm 200
Canon EOS 5, Fujifilm 200
Fujifilm XT50
Album of digital photos
Portra 400
Canon EOS 5, Portra 400
Various forgetten film stocks
Canon EOS 5, Various
Portra 400 (2)
Canon EOS 5, Portra 400
Hi.
I'm an engineer who loves generating meaningful insights from noisy, high-dimensional data. My research focuses on using techniques grounded in data science theory to process and featurize time-series data from wearable devices, which I use to develop novel machine learning models for real-time illness detection.