The document discusses a review of training and placement management systems. It begins with an abstract that outlines a proposed system with graduate, company, and admin logins to manage profiles and recruitment. The introduction describes how the proposed system aims to automate and streamline recruitment management compared to existing manual systems. The literature review then summarizes several other research papers on developing online portals and systems for training and placement departments to facilitate communication between students, universities, and employers. It focuses on features like storing student details, sharing profiles, and identifying qualified candidates. Overall, the proposed system aims to address limitations of manual processes by automating recruitment activities to save time and resources.