Building a portfolio is crucial when transitioning to software engineering. It showcases your practical skills, projects, and contributions, providing tangible evidence of your abilities to potential employers. Develop a portfolio that demonstrates a range of projects, including personal projects, collaborations, and contributions to open-source projects. Having a GitHub or GitLab repository to showcase your code is also beneficial.