Avery DennisonData Scientist
Oct. 2018 - Apr. 2021Los Angeles Metropolitan AreaLead data scientist for innovative proofs of concept and projects using a variety of statistical and machine learning techniques for prediction and clustering (Deep Learning, Neural Networks, XGBoost, Feature Selection/Engineering, linear modeling, forecasting, time series analysis, anomaly detection, mixture models, K-means). Led ideation/use case definition, data integration, data preparation, model development, and model deployment), ensuring satisfaction of business case goals and delivering understandable results that could easily be shared with leadership and non-technical individuals. Initiatives include: Manufacturing for the Future (downtime reduction), Customer Clustering and Anomaly Detection, Market Segment Prediction, and other ad hoc models/analysis