Aman Patel

Education

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  Northridge High School

  2014 - 2017

  International Baccalaureate Diploma
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  Indiana University Bloomington

  2017 - 2021

  Bachelor of Science - BS Computer Science

  - Dean’s List (2018-2021), Provost’s Scholarship Recipient; Founders Scholar (2019); 3.8/4.0 major GPA.- Classified breast cancer diagnoses based on breast mass nuclei measurements using MLP classification.- Constructed a phylogenetic tree of SARS-CoV-2 envelope protein sequences using multiple sequence alignment and UPGMA to explore the evolutionary history of the virus and predict the sources of mutations.- Performed time series analysis of COVID-19 data to visualize and predict… Show more - Dean’s List (2018-2021), Provost’s Scholarship Recipient; Founders Scholar (2019); 3.8/4.0 major GPA.- Classified breast cancer diagnoses based on breast mass nuclei measurements using MLP classification.- Constructed a phylogenetic tree of SARS-CoV-2 envelope protein sequences using multiple sequence alignment and UPGMA to explore the evolutionary history of the virus and predict the sources of mutations.- Performed time series analysis of COVID-19 data to visualize and predict daily and cumulative mortality.- Manipulated employee demographic and salary data in SQL to explore connections between employees.- Predicted the likelihood of graduate admission using linear, decision tree, and SGD regression models.- Used word segmentation and logistic regression modeling to predict sentiment of movie reviews. Show less

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  Weill Cornell Graduate School of Medical Sciences

  2021 - 2022

  Master of Science - MS Biostatistics & Data Science 4.1

  Activities and Societies: Data Science Club - Earned SAS 9.4 Specialist and Associate certifications; 4.1/4.0 GPA.- Applied NLTK lemmatization and sentence/word segmentation to extract components of article abstracts.- Performed exploratory data analysis and logistic regression modeling to analyze heart disease risk factors.- Modeled physician office visit count data in R using Poisson and negative binomial regression models.- Classified disease status in Python using decision tree models optimized by grid search cross… Show more - Earned SAS 9.4 Specialist and Associate certifications; 4.1/4.0 GPA.- Applied NLTK lemmatization and sentence/word segmentation to extract components of article abstracts.- Performed exploratory data analysis and logistic regression modeling to analyze heart disease risk factors.- Modeled physician office visit count data in R using Poisson and negative binomial regression models.- Classified disease status in Python using decision tree models optimized by grid search cross validation.- Used K-means clustering to identify and characterize subtypes of Parkinson’s disease.- Created and presented a Shiny App to visualize the relationship between intracranial hemorrhages in critically ill trauma patients and intestinal transit times. Show less