Jae Hyung Lim
- Role
- Senior Principal Data Scientist at Parker Aerospace
- Location
- Irvine, CA, US
- LinkedIn followers
- 500 followers
About Jae Hyung Lim
Data science leader with over 10 years of professional experience in aerospace and…
Experience
Senior Principal Data Scientist
Aug 2021 — Present
Analytics team lead for the Aerospace group. • Advised senior management for best practices in data management, analytics, and ML applications. • Managed a team of data people. • Trained data engineers to develop a flight data ETL process. The data pipeline processes 4.2M rows/day. • Developed a leakage monitoring and detection system of hydraulic system on aircrafts. The algorithm detects part failures up to 57 days before usual maintenance actions. • Developed a model to identify out-of-spec parts, detecting defects with 88% accuracy. • Developed an image recognition model to consolidate and digitize test data from large pdf archives. • Coached engineers trying to learn data analytics and ML.
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