Research Assistant
1 day ago
Overview
Research Assistant (Generative AI for Blockchain Designs)
at
National University of Singapore
Location: Kent Ridge Campus
Department: Industrial Systems Engineering and Management
Organization: College of Design and Engineering
Job Description
In the era of rapidly advancing artificial intelligence, the project aims to explore how to leverage the power of large language models for meaningful blockchain consensus designs. The project will also look into applications in supply chain finance and is supported by DTC Singapore.
Responsibilities
Contribute to research on leveraging large language models for blockchain consensus designs.
Explore applications of generative AI in supply chain finance related to blockchain implementations.
Collaborate with the project team and external partners (e.g., DTC Singapore) as appropriate.
Qualifications
Holding a Bachelor’s degree in Computer Science, Industrial Engineering, Mathematics, Finance, Financial Engineering or other related Engineering or Science disciplines.
Background in Natural Language Processing (NLP): understanding of machine learning principles, transformer architectures (e.g., BERT, GPT, T5), and experience fine-tuning/training on large datasets.
Proficiency in Blockchain and Cryptocurrency: understanding of blockchain mechanisms, especially consensus; proficiency in writing smart contracts for specific purposes.
Programming Skills: strong programming skills in languages commonly used in ML and smart contracts (Python and Solidity); familiarity with libraries/frameworks such as TensorFlow, PyTorch, Hugging Face Transformers, and Scikit-learn.
Additional Information
Employee Referral Eligible: No
Job requisition ID: 30249
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