Projects
Here is a non-exhaustive list of my non-research projects. My research work can be found here. You can also check out my Github profile here for a complete list of my projects.
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Atlanta Home Rental Price Prediction: A data science project aimed at predicting the prices of home rentals in the Atlanta region. Data was scraped from the Georgia MLS site. I performed extensive cleaning and preprocessing measures on the dataset and visualized the correlation between home rental price and various features and factors. I evaluated the performance of multiple regression models on the dataset and built a model that accurately predicts home rental prices to within roughly $600.
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Formulytics: Formulytics is a live Formula 1 race visualizer that only requires lap time data to function. Formulytics also uses this data to predict the expected finish position of each racer through an original neural network and receive live updates of your favorite racer through text. Won "Best Sports Project" and $500 in prizes at Hacklytics 2023 (Data Science @ Georgia Tech's signature 36 hour hackathon with over 400 participants).
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The Tank: We created a fully remote-controlled model tank with a laser pointer turret and an onboard camera that streamed live 720p60 video to a web server from scratch over 4 weeks. I was responsible for writing the software for the controller, tank motion, online streaming video server, and communication between the remote control and tank. We presented this project at the GHP (Governor's Honors Program) 58 Engineering Expo to GHP students and faculty.
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Balanced News Aggregator: A news aggregator web application designed to combat political confirmation bias and built with the Django framework. It scrapes news articles (using BeautifulSoup) from websites on both sides of the political spectrum and presents them to the user in one webpage.
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Animated Education: A group of videos animated with the Python animation engine manim to explain concepts in other subjects (Calculus and Chemistry).