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Work Experience
Research Scientist
Amazon•  January 2022 - Present
L5 Research scientist specializing in NLP within the customer service space. - Close collaboration within cross-functional teams (science, product, engineering, and annotators) taking products from conception to production. - Developed prototype retrieval augment generation (RAG) generative large language model (LLM) Agent. Prototype is the basis for a major component of the team's product plans and vision. - Developed a custom multimodal transformer predictive model (multi-class), blending textual, numerical and categorical features. Work included design, coding, training, measurement and productionalization. This in-production model drives measurable cost savings. - Experience with AWS Services (ex. Bedrock, Cradle, Sagemaker), Amazon-interal version of Kubeflow and Git version control
Education
Syracuse University, Syracuse
Mathematics, PhD•  August 2003 - May 2011
University of Rochester
Economics, BA•  August 1998 - May 2002
Double major in Economics & Mathematics
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