Profile
PhD Student · Automated Peer Review Generation · AI for Science
My research focus is on Science of Science. The main topic of my current research is automated scientific peer review, where LLMs are trained to analyze manuscripts and generate peer reviews. I'm also interested in Multi-Modal Representation Learning of Scientific concepts and information, which is believed to be the foundation of information comprehension for Artificial Intelligence models. Recently, I have had an interest on research integrity, where I develops techniques to identify research integrity issues in publications such as duplicated values in tables across publications.
Resume
Education
University of Colorado Boulder, Colorado, USA
Aug 2024 – Present
Ph.D. student, Computer Science
- Supervisor: Prof. Daniel Acuna
University of Colorado Boulder, Colorado, USA
Aug 2022 – Jun 2024
Master's degree, Computer Science
King Mongkut's University of Technology Thonburi, Bangkok, Thailand
Aug 2014 – Jun 2018
Bachelor's degree, Computer Engineering
Experience
Government Big Data institute, Thailand
Data Scientist/Data Engineer
Aug 2018 – Jul 2022Design and analyze organization datasets to produce insights for policy making of Government Agencies, Instructor on Data Analytics and Data Preprocessing
Yannix Co., Ltd., Bangkok, Thailand
Part Time Software Developer
Jan 2018 – Mar 2018Developed a system monitoring web application for resource management for system administrators with VueJS, Python, Flask.
Academic Service
Teaching
Graduate Part Time Instructor
University of Colorado Boulder
- CSCI 1300: Starting Computing (2024 Fall)
Graduate Teaching Assistant
University of Colorado Boulder
- CSCI 1300: Starting Computing (2024 Spring)
- CSCI 1300: Starting Computing (2023 Fall)
Course Manager
University of Colorado Boulder
- CSCI 1300: Starting Computing (2022 Fall)
- CSCI 1300: Starting Computing (2023 Spring)
Publications
MAMORX: Multi-agent multi-modal scientific review generation with external knowledge
Pawin Taechoyotin, Guanchao Wang, Tong Zeng, Bradley Sides, Daniel E. Acuna
Neurips 2024 Workshop Foundation Models for Science: Progress, Opportunities, and Challenges
MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning
Pawin Taechoyotin, Daniel E. Acuna
Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024)
Health link: scalable health information exchange platform in Thailand
Pawin Taechoyotin, Patipan Prasertsom, Mullika Phanhong, Patchara Wongsutthikoson, Ravi Laohasurayodhin, Napassawan Pasuthip, Ben Ruktantichoke
2021 2nd International Conference on Big Data Analytics and Practices (IBDAP)