Engineer-entrepreneurs often face challenges such as resource allocation, market entry, and scaling their business. Technical experts may also struggle with the business aspects of running a company, such as sales, marketing, and customer relationship management. Balancing technical innovation with market demands and financial constraints can also be challenging.