Tim Yeh

•. Led UX research initiatives to validate and optimize AI-driven hardware experiences, integrating user feedback into design cycles and improving user interaction accuracy by 30%. • Designed and executed AI-based ergonomic mouse validation using hand landmark detection, influencing product design and usability. • Partnered with PM, Engineering, and Industrial Design teams across 3 global locations to accelerate user-centric feature development by 15%. • Conducted usability testing and synthesized research insights for 6 major product launches, contributing to $10M+ in revenue impact.

• Program-managed validation efforts for AI-enhanced audio products, supporting product success with over 1M units sold globally. • Developed and implemented automation frameworks that reduced validation timelines by 25% and cut defect rates by 10%. • Collaborated with external vendors and internal teams to optimize delivery, achieving a 15% reduction in validation costs.

• Program-managed validation efforts for AI-enhanced audio products, supporting product success with over 1M units sold globally. • Developed and implemented automation frameworks that reduced validation timelines by 25% and cut defect rates by 10%. • Collaborated with external vendors and internal teams to optimize delivery, achieving a 15% reduction in validation costs.

• Launched and managed a successful startup under the Taichung Government Youth Business Project and developed comprehensive business plans, secured financing, and executed strategies to expand to three locations within two years. • Implemented branding and operational strategies, significantly increasing market presence and customer engagement, operational leadership, entrepreneurial problem-solving. • Managed full business operations with an emphasis on customer experience excellence.

• Developed validation solutions and acoustic simulations for Apple iMac speaker systems. • Co-invented patented acoustic technology, demonstrating innovation and excellence in engineering design. • Utilized advanced testing software (Soundcheck, Audio Precision) to validate acoustic designs, ensuring exceptional product quality. The patent can be viewed at the following link: https://patents.google.com/patent/TWI568275B/en.

Specializes in LCD digital signage display applications, analysis, correction, and testing. Expert in proposing suitable solutions for all-in-one digital signage and providing technical support for customers. Works effectively with the RD/FW team for content layout design.

Specializes in testing and documenting ADSL routers and providing technical support. Experienced in setting up router architecture, recording and analyzing data, and creating technical manual documentation. Supports Russian customers.

The Application of Clustering Algorithm in Overlay Network