Pevals stands for Participant-engaged EVALuation System. The intent of the developed platform is to have people,who are to be evaluated participate in the evaluation process by evaluating other people in the same pool. Subjects to be evaluated may be grant proposals, scientific papers, resumes, or online courses. Pevals provides effective solutions for Users using their distributed peer review and text mining technologies systems to manage proposal review, scientific manuscript review and online course review along with managing effective job applications and recruitment in popular jobs.