Wendy Yu Email & Phone Number

San Francisco Bay Area

Ann Arbor, Michigan, United States

• Researched Visual Place Recognition (VPR) algorithms (NetVLAD, Patch-NetVLAD, Predator, YOHO, etc.) to identify familiar locations from images or point clouds, enabling loop closure in SLAM for improved localization.
• Evaluated VPR performance and analyzed the trade-offs between down-sampling for faster inference and accuracy, enabling informed decisions for further optimization and fine-tuning of the VPR system.

Palo Alto, California, United States

• Developed a point cloud processing pipeline for next-generation long range imaging radars.
• Applied clustering techniques, e.g. DBSCAN, K-means, and optimized parameters by k-distance method.
• Performed road object segmentation by analyzing intensity value and cluster size from each clusters.

Taipei City, Taiwan

• Mechanical Solution Department
• Designed acoustic wearable products, and integrated mechatronics framework.

Hsinchu City, Taiwan, Taiwan

• Learned and operated the Coordinate Measuring Machines; designed auto-measure programs for themeasuring machine.
• Increased production line output and improved occupational safety by understanding the needs of otherdepartments and designing corresponding accessories or products, from material selection and design,to simulation.
• Developed Standard Operating Procedures in software and machine operations and effectively reducedon boarding time for new employees.
• Assisted in production line automation.

Taipei City, Taiwan

Graduation research project: Laser Carbonization and Patterning Technology and theDevelopment of its Capacitor ApplicationsAdvisor: Chii-Rong Yang, Ph.D.- Successfully utilized commercial 450 nm blue laser to carbonize polymer materials to obtain the highest-quality laser induced graphene (LIG).- Observed the porous structure and graphitization level of.

Master'S Degree, Mechanical Engineering, Gpa 4.0/4.0

Bachelor Of Science - Bs, Mechatronics, Robotics, And Automation Engineering, Gpa 3.6/4.0