Mindi Ruan
Machine Learning Engineer Intern @ KLA | PhD in Computer Science
- Role
- Machine Learning Engineer at 科天
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Mindi Ruan
As a graduate research assistant at West Virginia University, I am pursuing my Ph.D. in…
Experience
Machine Learning Engineer
May 2024 — Present · Milpitas, CA, US
Technical Highlights: Object Detection, Convolution Neural Networks, Image Processing.• R&D a data preprocessing and generation pipeline, improving the inference speed of an image-based defect classification model by 80% without sacrificing model accuracy, in collaboration with the infrastructure team to deploy the feature.• R&D an object detection model for segmenting and classifying mixed wafer defects, encompassing tasks from building a dataset pipeline to optimizing the model and achieving state‑of‑the‑art performance on an industrial dataset.
Education
Heilongjiang University
Bachelor's degree, Computer Science
West Virginia University
Doctor of Philosophy - PhD, Computer Science
2025
West Virginia University
Master's degree, Computer Science
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