Key Skills

Freelancer Overview

With over 25 years of experience in engineering, manufacturing, and operations management across highly regulated industries such as aerospace, defense, medical devices, and automotive, I bring a strong foundation in data-driven process optimization and quality management. My recent work as an AI Fellow/Trainer involved generating real-world scenarios to teach and validate AI models, ensuring high-quality training data and model optimization. I have extensive expertise in developing detailed program plans, creating and refining process controls, and implementing robust data collection and analysis methods to improve efficiency and accuracy. My background in deploying vision systems for automated inspection, establishing rigorous quality standards, and leading cross-functional teams has equipped me to excel in data labeling, annotation, and AI training data roles, particularly in domains requiring precision, compliance, and continuous improvement.

Labeling Experience

Education

Work History