Justin Cherveny
Principal Scientist, Machine Learning
- Role
- Principal Scientist, Machine Learning Science at Expedia Group
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Justin Cherveny
Principal Machine Learning Scientist with 10 years of relevant experience.
Experience
Principal Scientist, Machine Learning Science
Sep 2022 — Present · Seattle, WA, US
Designed, trained, reviewed, and deployed models producing over $30 million in incremental annual gross profit-Architected data pipelines for ML training datasets as well as solutions for model inference- Owned DevOps for Insurtech ML team, including ML-Driven Offers, Price-Drop Protection, ML archtecture and Data engineering-Drove ML Driven Offers program from design to deployment in 10 months- Owned ML science portfolio for ML-Driven Insurance Product Recommendation service. This portfolio represents 5 lines of business and recommended products at the customer-trip level for over daily customers to expedia\'s site-Migrated ML team to a new data platform, oversaw creation and standardization of test-driven, object-oriented data platform for insurtech-Technologies and algorithms used but not limited to: pytorch custom neural networks, causal frameworks, metalearners, tree based models, sklearn, xgboost, random forest, catboost
Education
UW Foster School of Business
Master of Business Administration (MBA), Finance, Statistics
2012 — 2015
University of Washington
Bachelor's degree, Mathematics
Western Washington University
Bachelor of Arts (BA), International Business, Spanish, Mandarin Chinese (minor)
2004 — 2009
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