Graduate Research Associate
Columbus, Oh
During this time, I completed a doctoral dissertation in which I quantified ecological benefits of a large-scale green infrastructure installation in Columbus, OH. I helped start and run an event-based stormwater sampling program, and I designed and implemented a multi-taxon ecological monitoring program focusing on carabid beetles and on birds. For both of these projects, I manged teams of undergraduate students who conducted fieldwork and labwork. I also used several machine-learning approaches to attempt to automate the identification of birdsong, including hidden markov models, template cross-correlation, random forests, boosted classification trees, and convolutional neural networks.