Data & Analytics Integration: Integrate agent workflows with FAM 2.0 data and analytics components, including Redshift, Glue and PySpark. Build and maintain data preparation and feature-engineering processes required to support AI and ML workloads.
Lead the design and development of chatbot and automation workflows using Microsoft technologies such as MS OpenAI, AI Search, AI Foundry, and Power Platform, while conducting evaluations of large language models from key market providers.
Agentic AI Architecture: Design the end-to-end architecture for FAM agentic AI solutions, including agent orchestration, workflow design, state management, tool integration, human approval points and system interactions, using suitable frameworks such as LangGraph or CrewAI. Architecture decisions are subject to consultation with DSAD’s Platform Team.
Measure and improve quality: Use tests, traces and observability, user feedback, and appropriate LLM or agent evaluations to diagnose failures and improve application behaviour.
Operational Governance: Maintaining operational governance of AI solutions by managing production stability, performance thresholds, compliance requirements, risk controls, and responsible AI practices.
Act as a key bridge between the Singapore market and the wider organisation, leveraging overseas resources and supporting the company's international business expansion.
AISG is a national initiative driven by the Ministry of Digital Development and Information (MDDI), the Infocomm Media Development Authority (IMDA), and the National Research Foundation, Singapore (NRF).
Integrate agent workflows with FAM 2.0 data and analytics components, including Redshift, Glue and PySpark, and build and maintain the data preparation and feature-engineering processes needed for AI and ML workloads
Champion rapid experimentation, prototyping and iterative development, using modern AI-assisted and vibe-coding approaches where appropriate to shorten development cycles