Data Science Fellow
CurrentDeveloped the web application Hike Simply, a companion to AllTrails, that recommends hiking trails to a user based on their desired experience. • Webscraped trail pages from AllTrails.com using Selenium and BeautifulSoup. • Utilized Natural Language Processing feature-based methods using a word embedding model (word2vec) and content-based filtering (cosine similarity) to build a recommendation system. • Developed and deployed a web app on AWS using Flask, and HTML/CSS.