Collections

Discover, Learn, and Grow

Let me be direct. Half the AI advice online is written by people who have never stepped into a medical college classroom. I have. I still do. Faculties get confused by some of the AI tools , and they are supposed to be the "AI-Augmented Professor." So what you will find here is very simple: courses and tools that actually work for someone whose main job is teaching MBBS students, patient care, department work, NMC documentation, CBME implementation and more. I use them every week. I think you will find them just as useful.

Program Details

Includes access to premium content, community discussions, and expert feedback.

Faculty & PG Students

Self-paced, modular

Video + hands-on AI demos

Free tools + Paid courses

Who Is This For?

This program is designed for individuals who want to:

Medical college faculty who want AI to actually help with admin work
PG students who need practical biochemistry, not textbook recitation

HODs looking to upskill their department without hiring consultants
Take meaningful steps toward their goals

What You'll Learn

Gain practical knowledge and hands-on experience, including:

Build AI-Powered Lesson Plans in 15 Minutes, Not 3 Hours:
Master prompt templates that generate NMC-compliant lesson plans with competency codes, learning objectives, and assessment rubrics—validated by 80% of Indian medical students who prefer hands-on AI training over theory lectures.
Map AETCOM Competencies Without the Guesswork:
Use AI workflows to design case vignettes, role-play scenarios, and reflection exercises aligned to AETCOM modules 2.4 and 2.8—eliminating the "problematic integration" reported by 30% of faculty.
Generate Inspection-Ready Documentation in One Click:
Deploy SOPs, logbook templates, and competency tracking sheets that meet NMC standards—cutting documentation time by 50% (the #1 request from faculty facing burnout).
Create Formative Assessments That Actually Improve Learning:
Build MCQs, OSCEs, and portfolio rubrics using AI—research shows formative assessment improves academic performance by 48% (SMD 0.48, p<0.001) when done right.
Turn Research Papers Into Publishable Manuscripts Faster:
Use AI for literature reviews, data analysis, and manuscript drafting—critical for PG students facing mandatory publication requirements before final exams.
Design Integrated Teaching Modules Across Disciplines:
Generate horizontal integration case scenarios linking biochemistry, physiology, and pathology—solving the integration challenge cited by 66.7% of CBME faculty.
Automate Thesis Supervision & Feedback Loops:
Create AI-assisted feedback templates and progress tracking systems—addressing the 51.8% of PG students reporting thesis-related stress and the 8.2% facing guide delays.
Build Your Personal AI Toolkit for Daily Teaching:
Walk away with 20+ copy-paste prompts for quiz generation, case study creation, competency mapping, and student feedback—deployable Monday morning, not "someday."

Ready to Get Started?

Explore the content, dive into new ideas, and expand your knowledge at your own pace.

Dr. Shinde's AI-Augmented Classroom