Print Demand Forecasting with Machine Learning at HP Inc.

HP Inc. replaced manual and statistical forecasting with a machine learning (LightGBM) model to improve demand prediction accuracy across 18,000+ print products. The model has been deployed enterprise-wide, with demonstrated business value and principles for scaling ML in large organizations.

Artificial Intelligence and Data Sciences in Real-world Business

A quick rundown of my doctoral research presented at the BA Forum 2023

ML Forecasting at HP Inc.

Creating ML demand forecast for print products at HP Inc. using LightGBM and pushing it to production for wide adoption.

Supply Chain Analytics at HP Inc.

Forecasting Global Print Demand Using Machine Learning