The Barber Theme | Chris Sinatra

NLP

Crooner: A Love Song Lyric Generator

Crooner: A Love Song Lyric Generator — The problem of de novo text generation has direct application in fields such as social media, content generation, direct response marketing, predictive text, machine translation, and customer service automation. In this project, I built love-song lyric generator trained on a real-world dataset, returning entirely new song lyrics based on a user generated seed text.

New Light Technologies: Disaster Locator

New Light Technologies: Disaster Locator — The client, Natural Light Technologies, is a FEMA contractor focused on improving disaster detection, response, and resource allocation. This project leverages Twitter data to identify the location of disaster survivors to allocate emergency response resources based on urgency.

Political Subgroup Identification on Reddit

Political Subgroup Identification on Reddit — Creating accurate unstructured text classification models has application in assessing journalistic sources as well as optimizing communications to create a deeper connection with the target audience. In this project, I used Natural Language Processing techniques to identify linguistic differences between closely related but ideologically distinct political subgroups.