- Explored state-of-the-art object detection models within cyber-physical systems, focusing on algorithms fundamental to autonomous vehicles and intelligent transportation systems.- Utilized Python machine learning libraries and YOLO detection algorithms.- Leveraged Roboflow API to create and improve custom dataset, applying augmentations like Gaussian blur, rotations, and shear.- Trained custom model to detect overpass instances to establish relevant ground truth.- Authored research paper following IEEE conference guidelines, generated using LaTeX.https://github.com/hannah0wang/yolov8_custom_object_detection

- Delivered optimal technique to adult, recreational, and elite level figure skaters through private lessons- Orchestrated weekly group classes by skill level- Choreographed national and regional qualifying routines- Built loyal customer base of more than 20 skaters

- Learned advanced industry-level applications of STEM and utilized those skills to engineer robots ready for competitions.- Applied CAD expertise to innovate mechanical solutions, enhancing functionality, efficiency, and performance.- Provided leadership to a team of 12-15 student engineers in robot design and development.- Engaged in bi-weekly scrum stand-ups for task delegation and monthly retrospectives for progress assessment.- Utilized the iterative engineering design process which was thoroughly documented in an engineering notebook.

- 10+ years of competitive experience.- 2x national solo ice dance competitor.- 4x USFS gold medalist (MITF, Free Skate, Pattern Dance, Free Dance)- Passed 6 out of 11 international pattern dances with honors and distinction.