Anna Krush Email & Phone Number

Washington, Dc, Us

Notre Dame, Indiana, United States

Student Data Analyst for the University of Notre Dame Athletic Department

Undergraduate research assistant in Dr. Zhiyong Zhang’s Big Data Methodology Lab. Authored an honor senior thesis entitled “Topic Modeling and Sentiment Analysis in Investigating Gender Bias in Student Evaluations of Teaching”. Performed topic modeling to detect patterns and investigate relationships between vocabulary in the data. Implemented traditional sentiment analysis models and ChatGPT to determine the polarity of text comments.

Performed simulation studies on support vector machines and random forests to determine model performance when choosing training data points through model disagreement. Contributed to a literature review for a project to create a Bayesian statistical framework for body armor ballistics testing. Enhanced an event detection tool for time series launch data by implementing hyperparameter tuning on a random forest and SVM, and created interactive visualizations to aid technical analysts

South Bend, Indiana, United States

Member of 5- person team of Notre Dame students focused on an experiential learning project through the Lucy Family Institute for Data Science. Prepared and presented exploratory data analysis, correlation analysis, and logistic regression results related to the characteristics of the bank’s primary customers. Results aided in driving improved decision-making by bank executives

Washington Dc-Baltimore Area

Vienna, Virginia, United States

Implemented two model explainability metrics on a machine learning model using Captum and PyTorch, and created a pip library containing statistical functions, machine learning models, and explainability metrics. Worked on a team to create a dashboard for uploading images to view model explainability visualizations

Notre Dame, Indiana, United States

Worked with student-athletes at the University of Notre Dame to strengthen and support their understanding of calculus II.

Nobleboro, Maine, United States

Provided overall group management and outdoor risk assessment while guiding girls aged 13-17 on wilderness trips to advance personal growth.

Bethesda, Maryland, United States

Part-time student intern in Dr. Carol Thiele's pediatric oncology lab. Performed qPCRs and RNA extractions associated with developing therapies for children with neuroblastoma.

Master Of Science - Ms, Applied And Computational Mathematics And Statistics Concentrating In Predictive Analytics

Bachelor Of Science - Bs, Applied And Computational Mathematics And Statistics

High School Diploma