These projects were mostly or entirely self-directed. For Berkeley-related things, visit the Contributions page.
Timeframe: March 2019-January 2020
Timeframe: July-November 2019
Languages Used: Python (pandas and sklearn)This project was birthed from an internship with a local employment search company, who were hoping to tackle the problem of predicting what job title most closely matches an employer's job post or a job seeker's resume. The main challenges lied in the ambiguity/vagueness of some job titles in English and the fact that many users of the site are not native English speakers (mainly Arabic, Hindi, and Urdu).