Embedded Systems Engineer (Freelance) — AI-based computer vision projects
Contributed to multiple embedded and automation projects that included AI-based computer vision development, supporting data collection and validation activities as part of project workflows. Applied Python-based tooling and quality-minded validation steps to improve dataset readiness for vision solutions. Delivered project outputs through iterative development and testing suited for computer vision system requirements. • Assisted in building computer vision components for smart agriculture use cases. • Supported data collection/curation as part of vision solution development. • Applied validation-driven iteration to improve dataset utility. • Delivered end-to-end automation and AI project deliverables.