CURDNet Ultrasound Report Generation with CLIP assistance
Z Chen. (2025). "CURDNet." arxiv 1. 1(1).
CV
Education
- M.Tech. in Singapore, National University of Singapore, 2024
- B.Eng. in Guangzhou, Sun Yat-sen University, 2022
Work experience
- Spring 2024: Research Assistant
- Ceter for Artificial Intelligence and Robotics, Hong Kong
- Duties includes: data scraping and cleaning; PDF parsing; LLM/VLM deployment and testing; benchmarking medical QA/VQA under one shot, zero shot and chain of thought; benchmarking report generation; CLIP domain pretraining
- Supervisor: Mingyang Zhao
- Fall 2023: Intern
- Likelihood Lab, Guangzhou, China
- Duties included: multiple finance news scraping, RAG data storing and QA routing; FinRobot multiple function implementation
- Supervisor: Mingwen Liu
Skills
- RAG system building
- chroma data storing
- query filter support
- knowledge regular update and deduplicate
- Agent system building
- LLM decision making
- automation tool
- FSM modeling
- Contrastive learning
- data scraping
- noisy weak supervision
- Multimodal learning
- image caption