At Christian Academy, I review and audit mechanical and structural design drawings for compliance with engineering drafting standards. I analyze geometric and dimensional errors, document correction steps, and evaluate ChatGPT and Claude outputs for engineering concept accuracy.
At North-West University, I developed instructional content by breaking down complex technological, mechanical, and spatial concepts into structured modules. I also validated technical accuracy across diagrams and process manuals; earlier, I maintained data tracking and quality control systems at Education & Technology Initiatives.

