Addressing the employability gap in India, our solution integrates aptitude training with reasoning and decision-making exercises. Through structured sessions, we cultivate soft skills crucial for employment success. Utilizing machine learning, we analyze spoken language and facial expressions in real-time, providing personalized feedback on grammar fluency and confidence levels. This holistic approach enhances students' readiness for the workforce, bridging the gap between technical knowledge and practical application, thereby increasing placement rates and fostering career readiness.