Ryan Marcus

Carvana Lead Data Scientist
Ryan Marcus is an experienced data scientist specializing in logistics optimization at Carvana, where he is responsible for developing near-real-time logistics solutions using MIP models and custom heuristics. His prior experience includes J.B. Hunt Transport Services, where he worked on recommendation systems, optimized vehicle routing, and site selection processes. Ryan holds a Bachelor of Science in Industrial Engineering from Northwestern University.
No items found.
The path to production: Exploring the software interface with OR

“I’d like help deploying this decision model. Does this .ipynb work? Or would you prefer .zip?” If you work on decision science projects, it is possible you’ve asked or been asked this question. Integrating a decision model into a live business process is a journey that necessitates applying software engineering practices to mathematical modeling in ways that are not always intuitive or straightforward. What are ways to demystify and streamline that process?