Manage research project financial data and system to ensure timely and accurate grant submission in accordance with the NTU policies and processes, grant T&C and harmonised guidelines
Define AI-assisted development standards: tool selection, prompt libraries, code-review checklists for AI-generated output, and guardrails for handling client-sensitive code in AI tool contexts
Evaluate and recommend appropriate AI approaches, including traditional ML, modern AI stacks, LLMs, RAG, Agentic AI, MCP, A2A, and related technologies.