About Me
I am a Data Scientist and Mathematical Modeler. Currently, I am pursuing my PhD in Mathematics at Dartmouth College under the guidance of Feng Fu with expected graduation in June 2024. Prior to joining Dartmouth, I completed both my Bachelor's and Master's degrees in Mathematics at TU Braunschweig in Germany. My research interests lie in application of evolutionary game theory to gain insights into human behavior as well as exploring the interplay between human behavior and disease transmission, with a particular focus on the application of mathematical tools to better understand these phenomena.
Beyond academia, my passion for and dedication to Data Science and programming is showcased through a series of projects:
Box Office Forecast: An evolving tool offering weekly box office predictions, fueled by daily data scraping from Box Office Mojo and refined with real-time data integration. Extensive EDA and model building details can be found in a Jupyter Notebook and the results can be explored in a Dashboard.
Movie Recommender System: A comparative study of Content-Based and Collaborative Filtering systems, with detailed insights available in a Jupyter Notebook and an interactive demo, merging the Flask application with HTML and JavaScript.
Review Classification: Used Sentiment Analysis and other NLP techniques to classify review texts with > 0.85 F1 score and accuracy. Complete with exploratory data analysis and model training Jupyter Notebook.
Image Classification - Dogs and Cats: Harnessing the power of ResNet50, this project achieves > 0.99 accuracy in differentiating between cats and dogs. Complete with exploratory data analysis and model training Jupyter Notebook.
For a deeper dive into how these projects were brought to life and their integration into this website, you can also explore the technical intricacies and download resources from my GitHub. Additionally, you can find more details about me in my resume or in this interactive Tableau Resume. Finally, here is a list of the artists whose picture I have use from Unsplash.
Email: Alina.Glaubitz.GR(at)Dartmouth(dot)edu