Adrian Png is a Principal Solutions Architect at Miracle Consulting Group Pte. Ltd., and the owner of Smartweaver Digital. He has spent the last two decades designing and implementing software solutions using a wide variety of programming languages. Adrian has a deep passion for Oracle Cloud Infrastructure and Oracle APEX, and using these tools he has helped many organizations succeed in developing robust cloud and data management practices. As a full-stack developer, he also does double-duty as a database and cloud administrator. "Design for the user" is his motto, and he continually seeks to optimize processes and adopt new strategies and technologies to improve how data is captured, integrated, and used effectively. Adrian is also a trained knowledge engineer, and has published in journals on the use of AI and machine learning methods in biomedical sciences research.