Michael Stack Email & Phone Number

Chicago, Illinois, United States

Formally advana.io

Chicago, Illinois, United States

I designed and built the data infrastructure for a food biotech firm supported by Bill Gates. This company, established more than a decade ago, uncovered an extremophile microbe in Yellowstone National Park. This microbe proved to be remarkably efficient in generating high-protein vegan food alternatives, boasting minimal environmental repercussions in.

Chicago, Illinois, United States

Member of the Modern Data Practice team, focusing on high-profile clients including Humana, Sotheby's, and the New York Yankees.

Bannockburn, Illinois

-Responsible for leading AGILE pod to enhance a maintenance notification system product that accurately alerts drivers when they are due for a preventative maintenance service. Notification system optimizes vendor recommendations in order to maximize vendor rebates and minimize vehicle repair cost-Designed a recall management product that notifies a driver.

Bannockburn, Illinois

-Produced a Fair Market Value (present value) and Vehicle Residual (future value) model utilizing National Auction data and advanced machine learning algorithms (xgboost, neural networks) to predict current or future values of Donlen portfolio vehicles-Developed database schema and production-ready solution to leverage telematics and maintenance data to.

Bannockburn, Illinois

-Developed predictive models around products and services in order to deliver cost-savings opportunities for customers and the business.-Utilized machine learning algorithms (Neural Networks, Random Forests, Gradient Boosting Machines, Generalized Linear Models, k-means), within R’s H2O and caret libraries, for predicting present fair market value (FMV).

Remote

Completed a remote co-op (20-40 hours/week) for the newly formed, Analytical Products Group, on projects involving validation algorithms, producing self-service reports, and simulation models that assess new products that are to be implemented across Donlen.

Northbrook, Illinois

Utilized company data to produce models for minimizing maintenance and vehicle depreciation expenditures. Models were capable of dynamically assessing and forecasting deterioration and future value of assets, adjusting for seasonality, region, asset condition, inflation, and time value of money. Implemented for utilization of Donlen client consultants and.

Guided members and guests around the country club, providing technical critique and social representation to enhance their time on the golf course.

Bloomington, Indiana Area

Responsible for welcoming and facilitating guests to desired locations, as well as handling the workflow of the docents leading tours.

Chicago, Illinois

Responsible for transitioning project management system into a better company workflow. Designed logic/strategy to a new CRM Dashboard to generate higher business volume. Experienced company's business model, operations, and technologies utilized in the evolving engineering/construction workspace.