Research Assistant, BAC Agentic AI and Decentralized Finance

Unchain Data; Singapore; On-site; SGD 39,060 - 78,120; Full time

Job summary

The NUS Business Analytics Centre is seeking a Research Assistant to contribute to a project on AI Agents and DeFi. You will design and implement autonomous AI agent architectures for Web3 applications, collaborating with faculty, industry collaborators, and graduate researchers.

You will explore LLMs, multi-agent systems, and security aspects, reading literature, benchmarking, and producing research outputs.

Qualifications

• Bachelor's degree in a relevant field.
• Experience with modern AI development frameworks.
• Good knowledge in Blockchain, Smart Contract, and DeFi.
• Proven experience delivering industry-facing or commercial AI solutions.
• Strong communication skills and ability to work with non-technical stakeholders.

Responsibilities

• Design and implement AI agent frameworks using state-of-the-art Agentic AI technologies.
• Develop autonomous and multi-agent systems capable of planning, reasoning, and executing blockchain-based tasks.
• Build integrations between AI agents and blockchain infrastructures (e.g., Ethereum-compatible networks).
• Develop software modules for interacting with smart contracts, wallets, and DeFi protocols.
• Implement Retrieval-Augmented Generation (RAG), memory systems, tool calling, and agent orchestration.
• Conduct literature reviews on AI Agents, LLMs, blockchain, and DeFi.
• Evaluate AI agent performance through benchmarking, experimentation, and security testing.
• Collaborate with industry partners to translate business requirements into research prototypes.
• Prepare technical reports, research publications, and project documentation.
• Support project demonstrations and technology transfer activities.

Skills

AI frameworks

Blockchain

Smart contracts

DeFi

Communication

Education

Bachelor's degree in a relevant field

Tools

Ethereum networks

Hardhat

Foundry

Web3.py

Ethers.js

Job description

About Us

The NUS Business Analytics Centre (BAC), a joint initiative between NUS Business School and the School of Computing, oversees the Master of Science in Business Analytics programme, ranked No. 1 in Asia and among the top 10 globally. BAC has established strong partnerships with leading industry players and top academic institutions through collaborative education and real-world projects.

The Role

We are seeking a highly motivated Research Assistant to join an exciting research project on AI Agents and Decentralized Finance (DeFi). The project aims to develop next-generation autonomous AI agents capable of reasoning, planning, interacting with blockchain ecosystems, and executing complex financial workflows securely and efficiently.

The successful candidate will work closely with faculty members, industry collaborators, and graduate researchers to design, implement, and evaluate cutting‑edge AI agent architectures for Web3 applications.

This position offers an excellent opportunity to work at the intersection of Large Language Models (LLMs), AI Agents, multi‑agent systems, Blockchain and Web3, Decentralized Finance (DeFi), and AI security and trustworthy AI.

Responsibilities

• Design and implement AI agent frameworks using state‑of‑the‑art Agentic AI technologies.
• Develop autonomous and multi‑agent systems capable of planning, reasoning, and executing blockchain‑based tasks.
• Build integrations between AI agents and blockchain infrastructures (e.g., Ethereum‑compatible networks).
• Develop software modules for interacting with smart contracts, wallets, and DeFi protocols.
• Implement Retrieval‑Augmented Generation (RAG), memory systems, tool calling, and agent orchestration.
• Conduct literature reviews on AI Agents, LLMs, blockchain, and DeFi.
• Evaluate AI agent performance through benchmarking, experimentation, and security testing.
• Collaborate with industry partners to translate business requirements into research prototypes.
• Prepare technical reports, research publications, and project documentation.
• Support project demonstrations and technology transfer activities.

Requirements

• Bachelor's degree in a relevant field.
• Experience with modern AI development frameworks.
• Good knowledge in Blockchain, Smart Contract, and DeFi.
• Proven experience delivering industry‑facing or commercial AI solutions.
• Strong communication skills and ability to work with non‑technical stakeholders.

Nice to Have

AI Agents

• Multi‑agent systems
• Agent orchestration
• Tool calling
• Function calling
• Workflow automation
• Planning and reasoning algorithms
• Retrieval‑Augmented Generation (RAG)
• Model Context Protocol (MCP)

Blockchain & Web3

• Ethereum ecosystem
• Solidity smart contracts
• Hardhat or Foundry
• Web3.py
• Ethers.js
• Wallet integration
• Smart contract interaction

Decentralized Finance (DeFi)

• Automated Market Makers (AMMs)
• Decentralized Exchanges (DEXs)
• Lending protocols
• Yield farming
• Staking
• Cross‑chain protocols
• Liquidity pools
• Tokenomics