Advanced Model Development: Design and optimize state-of-the-art deep learning models for classification, object detection, and segmentation (e.g., YOLO, transformers, custom CNNs).
Data Infrastructure Leadership: Build, scale, and maintain high-throughput image processing and IoT data pipelines handling massive machine and sensor datasets.
Root Cause & Predictive Analytics: Spearhead advanced data analysis and deep-dive root cause investigations to solve critical manufacturing anomalies and drive continuous process yield improvement.
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Drive supplier resolution of device failures via the 8D method and valid the effectiveness of CAPA.
Coordinate with Program Management, Design Engineering, Procurement and Factory for successful program execution with multiple suppliers, making recommendations on supplier selection.
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Collaborate with cross‑functional teams including design, process integration, reliability, and product engineering teams to improve product reliability, yield, test coverage and RMA.
Develop and present failure models based on findings.
Provide clear FA reports, evidence, and recommendations to support corrective actions.
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