
CERTIFICATE
OF COMPLETION
This is to certify that
Tan Pek Yee
has completed the
Reasoning Systems
1 to 29 March 2025
Khoong Chan Meng
CEO
Serial No.: 141216678

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Tan Pek Yee
• Identify real world business use cases and applications of advanced intelligent reasoning systems.
• Integrate advanced technical enablers in reasoning systems, including uniformed search, heuristic search, constraint satisfaction, simulation assisted learning, optimization, planning, system integration, programming, and data mining for knowledge discovery.
• Decompose complex application scenarios into sub problems to be solved by assembling cooperative intelligent subsystems.
• Reflect the architectures and techniques used in contemporary reasoning systems such as DeepMind AlphaGo Zero, Amazon Alexa Skills.
• Design cooperative reasoning modules based on decomposed business outcomes.
• Create hybrid reasoning system by applying suitable techniques and computer programming for complex business problem solving.
Issued on
April 28, 2025
Expires on
Does not expire