Brian Baller
Data Science Manager
- Role
- Data Science Manager at Sierra Management and Technologies, Inc.
- Location
- Raleigh, NC, US
- LinkedIn followers
- 500 followers
About Brian Baller
Leader, data scientist, and product manager. Experienced F/A-18 pilot with multiple tours in the engineering, sustainment and acquisition commands of Naval Aviation. I liked Purdue University so much I went back for a second engineering degree later in my career. Go Boilers!
Experience
Data Science Manager
Sierra Management and Technologies, Inc.
Nov 2023 — Present · San Diego, CA, US
Data science consultant and researcher focused on the sustainment of the Navy\'s aircraft. Focus on modeling applications (ML, Simulation, Gen AI, Optimization). Example projects include- Development of datasets to allow implementation of Theory of Constraints in squadron maintenance. Built production data pipelines for daily analysis. Developed ML models to predict manhour expenditure on each maintenance action. Built discrete event simulation in Arena to identify target metrics for TOC application- Led Databricks project to tie supply locker inventory levels across components to squadron KPI metrics, allowing squadron leaders to explain KPI performance with resource levels on the floor; developing ML model to predict KPI metric
Education
Purdue University
Bachelor of Science - BS, Mechanical Engineering
Purdue University
Master of Science - MS, Operations Research (School of Industrial Engineering)
2019
Zagreb School of Economics and Management
Master of Business Administration - MBA, Finance
2010
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