How do you build a strong developer portfolio that stands out to recruiters?

I'm preparing for software developer jobs and want to create a portfolio that showcases my skills effectively. I know projects are important, but I'm unsure what recruiters expect to see.
Can someone explain how to build a professional developer portfolio, what projects to include, and the best practices for presenting GitHub repositories, live demos, and technical skills?