RACHEL INSLER

Innovative, data-driven, customer-centric strategic leader with experience driving growth for brands across multiple industries including hospitality, wine, entertainment, tourism, and consumer products. Proven track record of leveraging data and communicating insights to deliver results for the organizations I support. Positive by nature, I take pride in building collaborative, empowered, high-performing teams that can overcome tough challenges... Using over 100K posts from the r/books and r/writing subreddits (collected with the pushshift.io api), I developed, trained, tested, and compared several classification models using the machine learning and NLP tools in scikit-learn and NLTK. The best-performing model correctly identified the subreddit of unseen posts with 89.7% accuracy, using a Logistic Regression estimator and a Term Frequency - Inverse Document Frequency transformer... Completed five projects, including a capstone project exploring the relationship between clarity,..