Sonar Data Analysis

I co-lead the UW Echospace group, where I collaborate with oceanographers to combine data science, acoustics, mathematics, and software engineering to advance ocean acoustics research. Below are some topics of interest:

• matrix and tensor decomposition of long-term echosounder time series (OOI Science Highlight )
• supervised learning of fish aggregations in acoustic surveys
• tools facilitating echosounder data workflows (https://github.com/OSOceanAcoustics)

Check out our group https://uw-echospace.github.io/ to learn more about our work.