DATA SCIENCE EXPERIENCE
Biomedical Data Scientist (Part time)
PAL Inc. (Gaia Wearables)
January '21 - Present
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PAL is a wearable technology company that empowers the Autism Spectrum Disorder (ASD) community with early notifications and mitigation of meltdowns.
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Building Machine Learning (ML) models to classify patients based on behaviors using health care data.
Graduate Research Assistant
BIG IDEAS Lab, Duke University
January '20 - Present
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COVID-19 ICU patient physiological dataset analysis.
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Build pre-processing functions for the Digital Biomarker Pipeline Discovery module.
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Review paper on intelligent wearables.
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Assess the acceptability of wearable devices data sharing through surveys.
Data Science Intern, Data+ Program 2020
Rhodes Information Initiative, Duke University
May '20 - July '20
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Used data from Electronic Health Records and Durham Neighborhood Compass to predict blindness in glaucoma patients and analyze progression of blindness.
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Used multi-variate statistical model, random forest, support vector machine algorithm for analysis and performed survival analysis to study progression in R.
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Worked in a team of three under the guidance of Kimberly Roche, Dr. Samuel Berchuck, Dr. Felipe Medeiros, and Dr. Sayan Mukherjee.
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The project was successfully completed as a remote intern.
Student Lab Assistant
Department of Molecular Genetics & Microbiology, Duke University
March '20 - May '20
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Analyzed time-series signals from weight and radar sensors using Python libraries.
DESIGN EXPERIENCE
Teaching Assistant
Duke University
January '21 - Present
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Conduct labs & assist in projects for BME 460 – Devices for People with Disabilities under the guidance of Prof. Kevin Caves.
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Attend all classroom and virtual lecture sessions.
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Evaluate student performance, grade assignments and projects as per the grading criteria.
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Deliver classroom or online lectures as assigned by the course instructor.
Teaching Assistant
Duke University
August '20 - November'20
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Assisted students during lectures and lab for BME 474DL - Medical Device Design under the guidance of Dr. Mark Palmeri.
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Assessed student performance by grading assignments, projects, and presentations as per the grading criteria.
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Determined grading criteria for assignments with assistance from the course instructor.
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Assisted students with any queries in the assignment or during completion of projects.
Product Developer
Toppr Technologies Pvt Ltd, Mumbai, India
August'17 - November'18
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Developed product and designed online content (videos, stories, test series) in collaboration with a team to make learning simple and accessible.
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Managed freelancers throughout on-boarding, task allocation, review and payments.