Generative AI Research Fellow: Blockchain Consensus & NLP

Unchain Data; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

Unchain Data is seeking a Research Staff member to explore how large language models can inform blockchain consensus design, with a focus on NLP-driven approaches and applications in supply chain finance.

You will collaborate with Asst. Prof. Qin Hanzhang and his team at NUS ISEM/AI Institute, based at Kent Ridge Campus. The role requires strong programming skills in Python and Solidity, and a rigorous research mindset to deliver impactful results.

Qualifications

• Candidates must hold a relevant bachelor's degree.
• Strong background in NLP and ML concepts.
• Experience with blockchain consensus and smart contracts.
• Proficient in Python and Solidity; familiar with ML libraries.

Responsibilities

• Research and design LLM-based blockchain consensus mechanisms.
• Explore applications in supply chain finance.
• Collaborate with NUS ISEM/AI Institute and Asst. Prof. Qin Hanzhang.
• Publish findings and contribute to project milestones.

Skills

NLP fundamentals

Transformer models

Python

Solidity

TensorFlow

PyTorch

Hugging Face

Scikit-learn

Education

Bachelor's degree (CS/Engineering/Math)

Tools

Smart contracts

Job description

Unchain Data is seeking a Research Staff member to explore how large language models can inform blockchain consensus design, with a focus on NLP-driven approaches and applications in supply chain finance.

You will collaborate with Asst. Prof. Qin Hanzhang and his team at NUS ISEM/AI Institute, based at Kent Ridge Campus. The role requires strong programming skills in Python and Solidity, and a rigorous research mindset to deliver impactful results.