Projects Overview

A list of my past projects, both personal and professional.

 

Jazzify: Pairing Music Across Genres

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An algorithm which analyzes melodic frameworks and contour patterns to match instrumental accompaniment with solo performances.


YRNWS: News Article Summarization

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Web-based Flask application using NLP, topic modeling, and extractive text summarization algorithms to generate abbreviated reports of scraped Reuters articles.


Flight Delay Forecaster

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Classification algorithm to preemptively detect flight delays based on origin and destination airports and weather forecast.


Box Office Hype Predictor

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Linear regression model to predict box office opening weekend gross sales based on genre, rating, release season, and overall cast popularity.


MTA Traffic Analysis

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Exploratory analysis and visualization of MTA turnstile data to strategize a marketing campaign for a non-profit street team.


Impact of Airline Mergers on Flight Performance

Interactive visualization illustrating how flight delays have changed over time for major carriers at their airport hubs. The story-driven narrative focuses on the effects of airline mergers & acquisitions on flight performance.