Summer Xia
Manager, eCommerce Data Science
- Role
- Manager, Ecommerce Data Science at Alma Bank
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Summer Xia
Data Scientist specializing in R, machine learning, and commodity big data platforms such as Spark and Cassandra. Also known for taming difficult data sources and collaborating with even the most challenging contributors.
Experience
Manager, Ecommerce Data Science
Mar 2013 — Present · New York, NY, US
Currently in a Data Science leadership role supporting the performance and capacity of Consumer Banking applications within Bank by implementing machine learning:• Predictive Analytics about user behavior and systems performance• Supervised Learning to uncover risks to performance and user experience• Cluster algorithms to expose relationships in environment monitoring eventsArchitect of commodity big data analytic solutions, particularly in respect to Spark, Cass.
Education
Kansas State University
Bachelor's degree
1997 — 2001
Kansas State University
Master's degree
2001 — 2003
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