University of Colorado BoulderAnalytics Consultant
Jan. 2020 - May. 2020Boulder, Colorado, United StatesHunter Douglas
•Analyzed Window Shade product data to predict the probability of early product failure using R & Python. •Performed Exploratory Data Analysis, Cleaning, & Transformation to prepare the data in a model ready format.
•Built, reiterated, and tested machine learning models to identify the most accurate predictions for product failure. •Provided recommendations to the company on implementing a model that most accurately predicts future orders. Seagate Technology
•Analyzed hard drive data using Python & R to predict the probability of a hard drive becoming a failure before the first stage of testing in the manufacturing process. • Built, tuned & refined Machine Learning classifiers to accurately predict the amount of hard drives that could be potential product failures.