Systems Architect & Automation Consultant (Data Structuring/Annotation Emphasis)
As a systems architect and automation consultant, I structured data sets specifically to support analytics and potential machine learning experimentation. This included creating detailed standard operating procedures with annotation-style clarity and well-documented definitions for later AI/data pipeline use. The work emphasized consistent data labeling, cleaning, and process annotation crucial to later machine learning applications. • Designed schemas and processes with annotation-ready specifications. • Developed clear SOPs for consistent data formatting and rules. • Integrated labeling standards for seamless analytics and AI training. • Leveraged multi-year experience in Excel and SQL for structured data annotation tasks.