Mentorship is a cornerstone of student success, playing a vital role in shaping both academic journeys and career paths. This paper introduces MentorSphere AI, an innovative AI-powered platform designed to transform mentorship by offering personalized guidance, career development tools, and skill-building resources. MentorSphere AI seamlessly integrates with existing systems like Blended Learning Center (BLC) and University ERP to track student attendance, engagement, and academic performance, delivering real-time feedback and detailed progress reports. Beyond academics, the platform also prioritizes mental well-being, using AI to analyze past interactions and provide emotional intelligence support when needed. MentorSphere AI goes a step further by fostering continuous growth. It suggests relevant topics, webinars, and seminars tailored to each student's needs, while also offering career advice based on their unique skills and strengths. With features like goal tracking, interactive feedback, and tools to build stronger networking opportunities, MentorSphere AI becomes an essential companion for both students and mentors. The platform's impact is clear: it enhances career guidance, promotes emotional well-being, and accelerates skill development, establishing MentorSphere AI as a trailblazer in AI-driven mentorship solutions.