Project Leadership is a web-based application which empowers the STEM participants to take up leadership roles to develop diverse leadership skills. Implementing Project Leadership (PL) provides opportunities for students to provide peer and self-assessment of diverse leadership skills. By integrating Artificial Intelligence (AI) tools with PL, students co-create leadership roles and skills that are suitable for a particular task or project. After students work in different roles, they use PL to give feedback.