• Collaborated with Dr. Lisa Truong and Dr. Michael Simonich to design and enhance lab software using Python and JavaScript, automating data analysis workflows.• Led development on multiple React web applications and desktop applications, improving data visualization and processing efficiency for over 30 lab members.• Created automation protocols for the Opentrons robot using Python, optimizing liquid handling workflows and increasing efficiency by 90% comparing with human control.• Designed and implemented FishViewer project, a web app for managing Zebrafish plate images and data, enhancing accessibility and reducing data retrieval time by 80%.• Developed and deployed a ResNet50-based machine learning classifier that achieved 78% accuracy in identifying zebrafish health status and enabling real-time Zebrafish image classification in the lab.

• Assisted Prof. Paula De Szoeke in guiding 150+ engineering students with lab assignments and coursework.• Provided support during weekly office hours, offering guidance and answering questions to enhance student learning.• Collaborated with professors to ensure students' success in understanding complex engineering concepts.

Work with Prof. Chenhui Ho on Chinese classes.