I am a Senior Data Scientist at Red Ventures, where I work on the Red Platform team architecting machine learning systems used across the organization. I focus on customer segmentation, funnel optimization, and real-time personalization. To get a sense for some of our team's exciting work, you can read about our multi-armed bandit–based decision API.
In 2023 received a Master’s degree in Information Management and Systems from the University of California, Berkeley, with a focus on data science and natural language processing. My thesis examined knowledge recall in large language models; the paper was published at EMNLP 2023. During graduate school, I served as a teaching assistant for Professor David Bamman’s natural language processing courses.
Prior to graduate school, I worked as a backend software engineer at Brightspot, where I designed data pipelines and content platforms for enterprise clients.
In 2019 earned a BA in Computer Science and a BA in English from the University of Virginia, graduating with High Honors. My Distinguished Majors thesis was completed under the supervision of Professor Brad Pasanek. I also served as a research assistant at the Institute for Advanced Technology in the Humanities.