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 accuracy.• 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, production, and post-processing.• 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 LIG via Scanning Electron Microscope and Raman Spectra.- Developed flexible all-solid-state microsupercapacitors with LIG interdigitated patterns; optimized the performance using electrodeposited pseudocapacitive materials on LIG surface.

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

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