Culton Koster
Data Scientist at NWO.ai- Claim this Profile
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Bio
Experience
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NWO.ai
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United States
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Business Intelligence Platforms
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1 - 100 Employee
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Data Scientist
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Apr 2022 - Present
New York, New York, United States
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Middlebury College
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United States
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Higher Education
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700 & Above Employee
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Peer Tutor
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Feb 2019 - Feb 2022
Middlebury, Vermont, United States • Hosted weekly drop-in sessions for 40 intermediate Computer Science students in CS201: Data Structures, and CS302: Algorithms and Complexity • Individual private tutor for Data Structures students each semester
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Machine Learning Research Assistant
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Jun 2021 - Aug 2021
Middlebury, Vermont, United States • Researched the efficacy of user profiles on recommender system fairness in e-commerce; developed user-based and session-based recommender systems, and compared performance and fairness trade-offs on two academic datasets • Participated in the 2021 TREC News conference: indexed Washington Post articles and engineered features using DistilBERT, named-entity similarity, and click-bait classification to convert article pairs into learnable vectors for relevance ranking
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Research Intern: Sustainability Solutions Lab
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Jan 2021 - Jul 2021
Middlebury, Vermont, United States • Designed and executed behavioral interventions on dormitory energy use with an interdisciplinary team of students and professors. • Analyzed research findings, presented results at a student research symposium, and co-authored a report titled “Influence of Small Rewards on Intrinsic Motivation and Energy Saving Behavior”.
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Boys & Girls Clubs of America
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United States
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Non-profit Organizations
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700 & Above Employee
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Data Consultant
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Jun 2020 - Aug 2020
Vergennes, Vermont, United States
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BGC Partners
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Financial Services
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Information Security Intern
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Jun 2019 - Aug 2019
New York, New York, United States
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Vail Resorts
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United States
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Hospitality
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700 & Above Employee
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Ski Instructor
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Nov 2017 - Jan 2018
Stowe, Vermont, United States
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Plantable
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United Kingdom
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Social Media and Kitchen Intern
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Jun 2017 - Aug 2017
Brooklyn, New York, United States
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Education
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Middlebury College
Bachelors, Computer Science -
University of Oxford
Study Abroad at Keble College, English Literature (British and Commonwealth) -
Saint Ann's School
High School Diploma