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Christopher Teceno_

Graduated June 2022

“The good life is one inspired by love and guided by [data].” -Bertrand Russell

Phone: (512) 940-8241

Description of my final project

Project Name: NLP - Cultural Evolution Through Lyrics

Using a combination of web scraping and the Genius.com API, acquired lyrics for 25k+ songs appearing on the Billboard Hot 100 from 1958-Present. Investigated patterns in lyrics across decades using techniques such as Topic Modeling, Sentiment Analysis, and Term Frequency. Compared these patterns with historical and cultural events. Created a classification model to predict the decade of a song given it’s lyrics, more than doubling the baseline accuracy.

Hire me because:

My background in Emergency Medicine and Data Science gives me a unique advantage of subject matter expertise and technical know-how. I am highly adaptable with a broad career background and am able to communicate with diverse audiences.

Complete the following sentence: “In Data Science, I am most passionate about _____________”

machine learning and its application in healthcare.

Work Location Desired


Please give us three words that describe your best professional qualities.

Fast-learning, compassionate, and creative

What three words describe the role where you’ll do best?

Healthcare, analytics, machine learning