Experience
2024 — Now
2024 — Now
Mountain View, California, United States
2023 — 2024
2023 — 2024
• Played a key role in solving complex technical problems, particularly in creating algorithms for optimal prompt pixel selection for SAM, leading to increased precision and operational speed
• Pioneered the development and execution of advanced preprocessing techniques for leaf image analysis, crucial for a deep learning project focused on tree species recognition
• Innovated in the design of algorithms for prompt engineering, markedly improving the efficiency of binary mask generation from leaf images using the Segment Anything Model (SAM), achieving a 50% boost in efficiency
• Tackled the challenge of a limited dataset by the training data enrichment process, enhancing the model’s learning capabilities and accuracy in species identification
2021 — 2023
• Created a user-friendly web portal for UPE to streamline access to various services for UC Berkeley students, tailored to their UPE status (candidates/members/other students)
• Skillfully designed and developed the portal's frontend using Figma and React, enhancing information accessibility and improving user experience for the UC Berkeley community
2022 — 2022
Berkeley, California, United States
• Collaborated with SETI team to create an automated signal analysis pipeline for extraterrestrial intelligence detection, handling petabytes of global telescope data
• Implemented ResNet50 in Python for optimized feature extraction from raw telescope signal data
• Utilized reverse image searches and sklearn's nearest neighbors for interference filtering and pattern recognition
• Transformed manual signal analysis process into an automated program, reducing analysis time by 80%
• Advanced the search for potential extraterrestrial signals through efficient processing of massive radio telescope data
2021 — 2021
2021 — 2021
Zhuhai, Guangdong, China
• Developed an Android authentication platform to streamline user access across thousands of applications and games using Android Studio and Java
• Integrated over 40 external account options, including Google and WeChat, to provide seamless authentication for millions of users
• Fortified security by leveraging bcrypt for password hashing and implemented JWT for stateless authentication in RESTful API
• Achieved a 60% reduction in user account registration time, optimizing the user registration process and enhancing user experience
• Collaborated with diverse teams to ensure efficient and timely delivery of essential features and functionalities for project success
Education
University of California, Berkeley