Background: Clinical training in traditional medical education often needs more translational value, especially for in-service MBBS doctors working in primary health centers (PHCs), who provide first-line treatment for psychiatric disorders. To address this gap, a psychiatrist-led personalized mentorship program incorporating three live consultation-driven training (CDT) methods was developed to integrate psychiatric care into PHCs. Methods: The authors designed and implemented a personalized mentorship program using three CDT methods tailored for in-service MBBS doctors. The CDT methods were applied through live consultations to facilitate real-time, real-life learning and integration of psychiatric care into primary health settings. Data from published articles and manuals on CDT methods were collected, focusing on their descriptions, effectiveness, principles, and advantages over traditional classroom training. Results: Data indicate the effectiveness of the CDT methods to translate to real-life skills (translational quotient). The personalized mentorship program showed promising results in enhancing the confidence and competence of MBBS doctors in managing psychiatric disorders in PHCs. The CDT methods were found to be superior to traditional classroom training in terms of practical applicability and real-time learning. Conclusion: The psychiatrist-led personalized mentorship program with CDT methods demonstrates the potential for significant improvements in the training of in-service MBBS doctors, facilitating the integration of psychiatric care into PHCs. These methods offer a practical and effective approach to bridging the gap in clinical training and can be replicated among medical students and residents across various medical and surgical specialties. Further research and longitudinal studies are recommended to validate these preliminary findings and explore the program’s broader applicability.