Establish adoption frameworks and ROI tracking mechanisms for deployed AI products (e.g., reduction in fraud losses, 30% content operations efficiency gain).
Design, establish, and maintain a scalable and secure AI architecture framework that supports deployment across edge, cloud, and on-premises environments.
AI Singapore (AISG) is a national AI programme launched by the National Research Foundation (NRF), Singapore, to build and anchor deep national capabilities in AI.
Real, practical exposure to using GenAI / LLMs / coding assistants in delivery – beyond experimentation, with an understanding of enterprise governance.
Validate workflows and outputs, improve accuracy, reliability and efficiency based on user feedback, and maintain practical workflow documentation and user guides.
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).
・Work with clients from the early stage: understand their business, define requirements, and translate the "what" into the "how" (architecture, technology choices, scope, and estimates).
Enhance and maintain user interfaces for usability and continuous improvement across various Channels including Voice/Telephony, Web Messaging, Mobile Applications, and WhatsApp
Production Engineering: Translate messy, real-world financial records (invoices, bank statements, contracts, ledgers) into structured data via OCR, NLP, and agentic workflows.
AI Singapore (AISG) is a national AI programme launched by the National Research Foundation (NRF), Singapore, to build and anchor deep national capabilities in AI.