Experience

CHARACTOUR LLC

• United States
• 1 - 100 Employee

• AI Intern

  • Jun 2023 - Present

  - Led AI projects for CharacTour, a patented entertainment platform with unique data from 7.5 million users on how their personalities influence their entertainment preferences. - Fine-tuned Falcon 7b, a powerful language model, using unique personality data to generate text that appeals to specified personalities for entertainment and marketing. - Researched and applied word-embedding techniques to enhance NLP classification models. - Utilized AWS Sagemaker extensively. - Led AI projects for CharacTour, a patented entertainment platform with unique data from 7.5 million users on how their personalities influence their entertainment preferences. - Fine-tuned Falcon 7b, a powerful language model, using unique personality data to generate text that appeals to specified personalities for entertainment and marketing. - Researched and applied word-embedding techniques to enhance NLP classification models. - Utilized AWS Sagemaker extensively.



CHARACTOUR LLC

• United States
• 1 - 100 Employee

• Data Science Intern

  • Jun 2022 - Sep 2022

  - Trained NLP classification models on movie/TV scripts to predict enjoyment by various personalities, achieving ~70% accuracy with logistic regression. - Performed TF-IDF analyses to identify words and phrases in movies/TV shows correlated with viewers’ personality traits. - Developed code to scrape movie/TV scripts from websites and preprocessed for NLP model training. - Trained NLP classification models on movie/TV scripts to predict enjoyment by various personalities, achieving ~70% accuracy with logistic regression. - Performed TF-IDF analyses to identify words and phrases in movies/TV shows correlated with viewers’ personality traits. - Developed code to scrape movie/TV scripts from websites and preprocessed for NLP model training.



CHARACTOUR LLC

• United States
• 1 - 100 Employee

• General Intern

  • Jun 2021 - Sep 2021

  - Performed hypothesis testing on users’ personality data to identify statistically significant personality traits of fans for thousands of characters, titles, and genres. - Authored white papers with statistical evidence to empirically validate the site’s recommendation engine. - Wrote 40+ original character profiles featured on site. - Reported directly to the CEO. - Performed hypothesis testing on users’ personality data to identify statistically significant personality traits of fans for thousands of characters, titles, and genres. - Authored white papers with statistical evidence to empirically validate the site’s recommendation engine. - Wrote 40+ original character profiles featured on site. - Reported directly to the CEO.