work Beyond Gender: Addressing Age and Disability Biases with Context-Debias A project extending Context-Debias to mitigate biases related to age and disability in pre-trained language models. Auditing Predictive Models in General Internal Medicine for Diverse and Evolving Populations Supervised by Prof. Rahul Krishnan, supported by the NSERC Undergraduate Student Research Awards. Real-Time Presenter’s Assistant: Empowering Presenters and Elevating Audience Experience through Adaptive Q&A Support Supervised by Prof. Fanny Chevalier, undergraduate research project. Runoff Efficiency in a Changing Climate: A Multilevel Approach A multilevel model exploring the relationships between climatic indices and runoff efficiency across watersheds and clusters. An Analysis of the Educational Game Elm-City-Stories 2022 ASA DataFest Project, Best Insight Winning Team. Decoding Airbnb: Price Influences in New York City Analyzing factors influencing Airbnb listing prices in NYC. Education Platform Student Answer Prediction Predicting student responses using Item Response Theory and machine learning models. Twitter Sentiment Analysis Under COVID-19 Analyzing political sentiment and tweet popularity during the pandemic. fun My Architecture Work... Some architectural work I completed!