The AI-Augmented Professor I am a Professor with 15 years of teaching, examining, and clinical laboratory experience — who independently designed, built, and deployed an entire AI-powered medical education ecosystem now recognized by the Government of India and protected under formal copyright applications. CREDENTIALS Professor of Biochemistry | M.D., M.B.B.S.Certificate Course in AI — NIELIT, Government of India (2018)AI System Architect — Independent creator of the MyMedMaster EcosystemCopyright Applications Filed — MBBS Exam Guru (5-Part Mandatory Answer Framework), MBBS MCQ Guru (7-Part Cognitive Error Classification, 9-Part Examiner Trap Taxonomy)National Recognition — Awards from the Government of India, Department of Science and Technology (DST), and Centre for Development of Advanced Computing (CDAC) for excellence and innovation in medical educationCBME Curriculum Specialist — NMC and NAAC Compliance, Integrated Teaching DesignCreator — Specialized newsletter and manifesto for medical faculty on CBME logbook management and safe AI integration in collegesWHAT I OFFER — Summary I. For Faculty and Institutions I provide nationally recognized, copyright-protected AI systems that solve the core implementation gap in Indian medical education — the distance between what NMC's CBME mandates and what our colleges can actually deliver. Specifically, I offer: CBME implementation architectures — AI-powered lesson plans, integrated teaching sessions, and competency-mapped content generationFormative assessment infrastructure — My MCQ Guru system with proprietary cognitive error diagnosis, examiner trap taxonomy, and longitudinal learner analyticsNAAC documentation workflows — Audit-ready evidence generation for Criterion 2 and Criterion 6Faculty AI training — Programmes that help faculty encode their own expertise into AI systemsCustom departmental tools — Question banks, case generators, and OSCE/OSPE builders built on proprietary frameworks II. For MBBS Students I offer two flagship tools that train students to think like examiners: MBBS Exam Guru — A 5-part mandatory answer framework covering all NMC assessment formats with star-rated topic prioritizationMBBS MCQ Guru — A cognitive diagnostic system that diagnoses why you got it wrong, not just that you got it wrong, and builds your personal Exam Rule Book over time

  with 15 years of teaching, examining, and clinical laboratory experience — who independently 

designed, built, and deployed an entire AI-powered medical education ecosystem

I provide nationally recognized, copyright-protected AI systems that solve the core implementation gap in Indian medical education — the distance between what NMC's CBME mandates and what our colleges can actually deliver. Specifically, I offer:

I offer two flagship tools that train students to think like examiners:

The AI-Augmented ProfessorI am a Professor with 15 years of teaching, examining, and clinical laboratory experience — who independently designed, built, and deployed an entire AI-powered medical education ecosystem now recognized by the Government of India and protected under formal copyright applications.<hr style="border-top: 1px solid #E2E2DF; margin: 12px 0px"/>CREDENTIALS<ul style="list-style-type: disc;text-align:left;margin-top: 0px; padding-left: 16px; font-size: 16px; line-height: 24px;font-family:Helvetica, Arial, sans-serif;color: #191c1e;"><li style="">Professor of Biochemistry | M.D., M.B.B.S.</li><li style="">Certificate Course in AI — NIELIT, Government of India (2018)</li><li style="">AI System Architect — Independent creator of the MyMedMaster Ecosystem</li><li style="">Copyright Applications Filed — MBBS Exam Guru (5-Part Mandatory Answer Framework), MBBS MCQ Guru (7-Part Cognitive Error Classification, 9-Part Examiner Trap Taxonomy)</li><li style="">National Recognition — Awards from the Government of India, Department of Science and Technology (DST), and Centre for Development of Advanced Computing (CDAC) for excellence and innovation in medical education</li><li style="">CBME Curriculum Specialist — NMC and NAAC Compliance, Integrated Teaching Design</li><li style="">Creator — Specialized newsletter and manifesto for medical faculty on CBME logbook management and safe AI integration in colleges WHAT I OFFER — Summary</li></ul>I. For Faculty and InstitutionsI provide nationally recognized, copyright-protected AI systems that solve the core implementation gap in Indian medical education — the distance between what NMC's CBME mandates and what our colleges can actually deliver. Specifically, I offer:<ul style="list-style-type: disc;text-align:left;margin-top: 0px; padding-left: 16px; font-size: 16px; line-height: 24px;font-family:Helvetica, Arial, sans-serif;color: #191c1e;"><li style="">CBME implementation architectures — AI-powered lesson plans, integrated teaching sessions, and competency-mapped content generation</li><li style="">Formative assessment infrastructure — My MCQ Guru system with proprietary cognitive error diagnosis, examiner trap taxonomy, and longitudinal learner analytics</li><li style="">NAAC documentation workflows — Audit-ready evidence generation for Criterion 2 and Criterion 6</li><li style="">Faculty AI training — Programmes that help faculty encode their own expertise into AI systems</li><li style="">Custom departmental tools — Question banks, case generators, and OSCE/OSPE builders built on proprietary frameworks</li></ul>II. For MBBS StudentsI offer two flagship tools that train students to think like examiners:<ul style="list-style-type: disc;text-align:left;margin-top: 0px; padding-left: 16px; font-size: 16px; line-height: 24px;font-family:Helvetica, Arial, sans-serif;color: #191c1e;"><li style="">MBBS Exam Guru — A 5-part mandatory answer framework covering all NMC assessment formats with star-rated topic prioritization</li><li style="">MBBS MCQ Guru — A cognitive diagnostic system that diagnoses why you got it wrong, not just that you got it wrong, and builds your personal Exam Rule Book over time</li></ul>

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