Design and validate architectures against Singapore's public-sector technology and security requirements - including alignment with the Singapore Government Tech Stack (SGTS, SHIP-HATS and others), the Government Data Architecture (Single Sources of Truth, Trusted Centres, and whole-of-government data-sharing patterns), deployment on Government on Commercial Cloud (GCC), compliance with IM8 security policy.
Build scalable and reliable Extract, Transform and Load (ETL) processes for the ingestion and integration of large, structured and unstructured data from a variety of data sources, including systems that are on-premise and on cloud platforms.
Advanced Modeling: Apply dimensional modeling (Kimball/Inmon) to ensure data structures reflect actual business processes, making them intuitive for AI models and analysts alike.
Design and validate architectures against Singapore's public-sector technology and security requirements - including alignment with the Singapore Government Tech Stack (SGTS, SHIP-HATS and others), the Government Data Architecture (Single Sources of Truth, Trusted Centres, and whole-of-government data-sharing patterns), deployment on Government on Commercial Cloud (GCC), compliance with IM8 security policy.
Develop cross-domain ontology alignment methods to unify terminology and schemas across data sources (e.g. engineering and supply chain), including handling conflicting industry standards
Identify gaps, inefficiencies, and risks in existing data movement processes, proposing practical solutions that balance delivery speed, quality, and maintainability.
Architecture, engineer and manage data integration solutions to deliver data services at scale for enterprise activities. Using of modern and innovative data technologies to enable agency data users to securely and seamlessly access and consume data.
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.