Key Skills

Freelancer Overview

With a robust background in engineering leadership, hardware and firmware development, and test solution design, I bring extensive experience in managing and delivering high-quality, reliable data for complex systems. My work has involved designing automated test systems, developing and executing comprehensive verification plans, and implementing regression and production testing—key foundations for generating accurate training data for AI and machine learning applications. I am skilled in using tools such as National Instruments CVI, Test Stand, C#, Python, and automated data analysis software to build, validate, and refine datasets for embedded systems, IoT, and telematics platforms. My expertise spans protocol analysis (UDP, Ethernet, CAN), compliance testing, and root cause analysis, ensuring the integrity and quality of annotated data for AI-driven solutions. I thrive in cross-functional environments and am passionate about continuous improvement and innovation in data quality and system validation.

Labeling Experience

Education

Work History