Machine Learning Modeling

Overview

For those who are looking to integrate a predictive algorithm into their business function, this is where the power of data science can truly shine. Stepwise can build out any machine learning engine to predict your data, be it supervised/unsupervised, classification/regression, linear or tree-based, image-detection, or an NLP Classifier. If the technical jargon is a mystery to you, that works all the same; we will leverage the necessary software and build a custom model to predict and classify your data as needed.

Previous Projects

• Designed and optimized an ensembled gradient boosting algorithm that provides users with a cash offer for their vehicles.
• Assisted an advertising agency in creating a model that predicts expected open rates for marketing emails across any given industry, day, and time. The model also functions to optimize the time in which emails were sent out, given the industry and other key factors.
• Partnered with a logistics company to optimize the way they route their shipments across the country. A/B tested a variety of algorithmic approaches to produce the model that consistently produced the most efficient routes.