Experience
Blue Cross of Idaho
Healthcare Data Analyst | June 2024 - Present
- Developed and optimized healthcare analytics reports to streamline reporting processes, saving hours of manual reporting time each week using Python, Pandas, and SQL
- Implemented and maintained hundreds of SQL queries to extract, manipulate, and analyze large datasets from relational databases to gain insights
- Collaborated with cross-functional teams to identify key performance indicators, creating custom data solutions to improve decision-making
Boise State University
Machine Learning Research Associate | September 2023 - January 2024
Machine Learning Graduate Research Assistant | August 2022 – August 2023
- Detected online news articles containing misinformation with 90% accuracy by implementing machine and deep learning models with Python, Scikit-Learn, and PyTorch
- Fine-tuned generative AIs using Transformers to identify and exploit vulnerabilities in otherwise effective online misinformation detectors, successfully reducing their detection accuracy by 50%
- Developed Natural Language Processing (NLP) pipelines using Pandas to preprocess complex misinformation datasets, significantly enhancing data quality for accurate model training
- Deployed online misinformation detectors to servers, achieving a processing capacity of over 500,000 predictions per hour for incoming data
Charles Schwab Corporation
Data Science and Analytics Intern | June 2020 – August 2020
- Developed machine learning models using Python and Scikit-Learn to detect impending customer churn for one of Schwab’s financial services, achieving a 78% true positive rate
- Led an 8-person analytics team in the collection and analysis of internship satisfaction data, resulting in actionable insights to improve intern retention strategies
- Leveraged Tableau visualizations to present the business impact of customer churn models along with intern analysis to cross-functional stakeholders
Trustmark Bank
Data Analytics Co-Op | June 2019 – December 2019
- Developed an SQL and Python-based database API for a user interface to maintain unique identifiers during data warehouse migration process
- Transformed over 100 daily-run SQL queries to optimize performance and compatibility with data warehouse
- Created visualizations and daily reports to provide stakeholders with actionable insights
Education
Master of Science in Computer Science
Boise State University | Graduation Date: August, 2023
- Relevant Coursework:
- Intro to Data Science
- Large-Scale Data Analysis
- Machine Learning
- Deep Learning
- Natural Language Processing
Bachelor of Science in Computer Science, Mathematics Minor
Mississippi State University | Graduation Date: May, 2021
- Relevant Coursework:
- Database Management Systems
- Data Structures and Algorithms
- Object-Oriented Programming
- Linear Algebra
- Statistical Inference and Probability
- Calculus I-IV