Tanay Nagar

Undergraduate Research Scholar Wisor at Uw-Madison Department Of Surgery

Based in Madison, United States

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Seniority

Staff

Department

Research & Development

Location

Madison

Industry

Hospitals and Health Care

Company size

114

Contact information

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Email

1 credit

t•••••••@surgery.wisc.edu

Phone

5 credits

+1 ••• •••• ••••

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Background

About Tanay Nagar

As a CS + Philosophy major at UW-Madison, I am passionate about exploring the ethical and social implications of artificial intelligence and machine learning (AI/ML) in various domains, especially healthcare. I have developed skills in various technological niches, and have applied them to various projects and internships related to AI/ML, such as predicting commodity prices, creating home automation models, and designing digital marketing campaigns. Currently, I am leading a team of seven members as an Undergraduate Research Scholar at WiSOR (Wisconsin Surgical Outcomes Research Program), where we are investigating gender and ethnicity-based biases in letters of recommendation for surgical residency applicants. We are using Linguistic Inquiry and Word Count (LIWC) to create a dictionary of differentiated words, and a bag-of-words classification model with multiple classifiers to reveal the subtle cues that result in applicant bias. Our goal is to develop a tool that can help reduce discrimination and increase diversity in the surgical field.

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