About me(Curriculum Vitae)
I am a dedicated explorer in the field of Natural Language Processing (NLP) and related skills, motivated by a strong passion for Machine Learning (ML), Deep Learning (DL), and software development.
Currently, I serve as an ML/AI Engineer at Rippey.ai , specializing in automating system with document data and unstructured email text data for the logistics industry. This role primarily involves classification and extraction tasks, as well as whole workflow from data collection to deployment. I am seeking my next role, if you are hiring, please contact me. Thank you!
Before this, I earned a master’s degree in Computational Linguistics, Analytics, Search, and Informatics (CLASIC) at The University of Colorado-Boulder. During my studies, I collaborated with Prof. Martha Palmer (ACL 2023 Lifetime Achievement Award Recipient) on the Knowledge-directed Artificial Intelligence Reasoning Over Schemas (KAIROS) and Uniform Meaning Representation (UMR) projects. My contributions included computing event similarity based on Wikidata for KAIROS and developing the UMR writer, an annotation tool for cross-linguistic Uniform Meaning Representation, Abstract Meaning Representation, THYME clinical data with temporal relations, etc.
My academic journey began with a B.A. in Chinese Language and Literature from Shanxi University, followed by an M.A. in Linguistics and Applied Linguistics from Nanjing Normal University, where I specialized in Chinese Information Processing. My research there has primarily focused on three areas: 1) Information Retrieval on Ancient Chinese, including tasks such as named entity recognition, word segmentation, sentence segmentation, and more. 2) Semantic Role Labeling in Chinese, exploring linguistic characteristics of the language by analyzing evidence from high-quality annotations. Notable projects in this area include the creation of the Chinese Abstract Meaning Representation corpus and Chinese FrameNet. 3) Digital Humanities, where I have explored innovative approaches to structurally representing the meaning of literary works, including both denotations and connotations, by leveraging knowledge graphs.
Prior to my studies at CU-Boulder, I gained valuable industry experience as a product manager intern at Beijing Lingosail company in China. During this role, I was responsible for designing and upgrading the ‘Termbox’ product for term extraction.
My major technical stacks:
- Programming languages:
- ML/DL:
- Web development:
- Cloud service:
- Large Language Models & Prompt Engineering:
Application&Products
UMR-writer: An annotation tool for Semantic Roles Labeling with Uniform Meaning Representation.
Termbox: A term-extraction and translation tool for Computer-Aided Translation.