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Machine Learning & Data Science Projects

Image by Benjamin Raffetseder
Exploring Computer Vision Techniques for Species Detection

Built computer vision algorithms to perform species classification and anomaly detection on ~100k camera trap images from California ecosystems.

Data Science Capstone Project
Harvard
Image by milos tomasevic
Identifying Problem Gambling in Transactions Data

Used online payments data from 2.7M accounts and 24.1M transactions to identify users with potentially problematic gambling behavior.

Analytics Lab Project
MIT
Image by bruce mars
Music and Societal Trends

Used the Spotify and Genius APIs to analyze track features and lyrics from the most popular song in the last 70 years and their interrelatedness with societal trends.

Independent Project
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