Independent Technology Consultant & AI Evaluator (AI performance evaluation / real-world applicability).
TextEvaluated AI-generated outputs and software performance for consumer-facing tools by assessing quality, usability, and real-world accuracy. Focused on correctness, contextual accuracy, and alignment with smart home and appliance scenarios, including spatial layout understanding and interaction scenarios. Produced structured written evaluations and technical feedback to help improve AI model behavior and product functionality. • Evaluated output quality and usability across diverse client tools. • Tested smart home automation and identified performance gaps in spatial reasoning and device interaction. • Delivered end-to-end remote evaluation engagements with async reporting. • Provided actionable written feedback for engineering and model improvement.