Exploring and implementing LLM prototypes in Law, Finance, or Medical (with opportunities to work with HKGAI experts)
Project Description
The adoption of LLM applications across law, finance, and medical in Hong Kong presents numerous benefits that align with the region's status as a global hub for commerce and innovation. By enhancing operational efficiencies, improving access to services, and fostering research and development, these technologies can contribute to the growth and resilience of Hong Kong's economy.
In this project, we aim to build LLM application prototypes in Law, Finance, or Medical domain. We primarily address the combination of real world impact and research value. We expect you to have strong engineering ability or potential. Based on the outcome, you will explore how to build a working LLM prototype and have the chance to work with experienced industrial practitioners at HKGAI.
About HKGAI: Hong Kong Generative AI Research and Development Center (HKGAI) is a new InnoHK R&D Centre established in October 2023 specializing in research and development of generative AI technology. With Hong Kong University of Science and Technology (HKUST) as the leading institution in collaboration with local and international institutions, HKGAI aims to establish a foundation model and a wide range of AI applications that hold the potential to revolutionize the way we live, work and interact.
For inquiries, please send an email to chengzhong.liu@connect.ust.hk and attach your CV & unofficial transcript. We will contact you if background matches.
In this project, we aim to build LLM application prototypes in Law, Finance, or Medical domain. We primarily address the combination of real world impact and research value. We expect you to have strong engineering ability or potential. Based on the outcome, you will explore how to build a working LLM prototype and have the chance to work with experienced industrial practitioners at HKGAI.
About HKGAI: Hong Kong Generative AI Research and Development Center (HKGAI) is a new InnoHK R&D Centre established in October 2023 specializing in research and development of generative AI technology. With Hong Kong University of Science and Technology (HKUST) as the leading institution in collaboration with local and international institutions, HKGAI aims to establish a foundation model and a wide range of AI applications that hold the potential to revolutionize the way we live, work and interact.
For inquiries, please send an email to chengzhong.liu@connect.ust.hk and attach your CV & unofficial transcript. We will contact you if background matches.
Supervisor
HAN, Sirui
Co-Supervisor
GUO, Yike
Quota
5
Course type
UROP1100
UROP2100
UROP3100
UROP3200
UROP4100
Applicant's Roles
- Explore frontier tools to deploy LLM powered applications
- Transform the user needs in relevant domain to features that existing LLM can afford
- Implement the designated application features
- Transform the user needs in relevant domain to features that existing LLM can afford
- Implement the designated application features
Applicant's Learning Objectives
- Learn the big picture on how to construct LLM applications
- Learn common techniques such as SFT to improve LLM performance
- Get familiar with the research frontier of LLM
- Learn common techniques such as SFT to improve LLM performance
- Get familiar with the research frontier of LLM
Complexity of the project
Challenging