Career journey
Kuang Hao moved after over a decade operating a printing business. Career coach Noel helped identify transferable skills and suggested AI Singapore’s AIAP. Self-study enabled the technical assessment; an attachment supplied project experience. Problem-solving, adaptability and Python used in business apps supported a later multinational IT-company AI engineering role.
How to use the example
This is an individual career example from MOM, not an eligibility rule or a guarantee of a similar outcome. Use the related programme links to check current entry criteria, training and available placements.
Official documents and references
- career coach ↗ Government source

