About me
Hello, I am an Information Systems junior at Carnegie Mellon University , with a concentation in Data Analysis. My passion for research is to personalize experiences through data science. I aim to pursue a PhD in related fields in Fall 2025.
Research Awards
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Small Undergraduate Research Grants (SURG), Caregie Mellon University
Spring 2024Awarded a $500 grant for continuing to the development a Web App to visualize STEM classroom practices using machine learning and EduSense technology.
Keywords: PCA, K-Means, Silhouette Score, Uniform Manifold Approximation and Projection, Random Forest, Synthetic Minority Over-sampling Technique
Download SURG Poster
Projects
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Senior Honor Thesis: A Real-time Application to Alert Instructors of Their Confused Students
EduSense/ Edulyze
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SURG: Student Engagement Profiling Using Automated Sensing and Unsupervised Clustering
EduSense/ Edulyze
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Independent Study Fall2023: Teaching style differences explained by a machine learning model
EduSense
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TikTok Database Project
67-262 Database Design and Development
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EmoSense - A tool for improving mental health
17-422 Building User-Focused Sensing Systems
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Full-Stack: Ruby on Rails + React
67-272 App Design & Development
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Harmonizing Health: Machine Learning-Driven Music Therapy
67-364 Data Science
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R: The Role of Demographics, Purchase Types, and Promotion Strategies in Consumer Behavior
36-315 Statistical Graphics & Visualization