Optimizing Startup Time for Python Application Executable

I have a Python application with multiple pages and functionalities. When running the app as a Python script, it opens instantly. However, when installed as a standalone executable, it takes around 10 seconds to open. I need help optimizing the executable to reduce its startup time and make the app open instantly.