Mathematics
Taylor Series Discovery Lab
Build polynomial approximations one term at a time through ten experiments in derivatives, geometry, and convergence.
Open the interactive labAI innovations
Ideas you can
put your hands on.
Learning companions, classroom experiments, and small tools that make complex ideas easier to explore.
Featured learning companion
Python Ki Pathshala
Learn Python through Hindi, English, or Hinglish. Ask a question, explore a familiar example, and build your understanding one concept at a time.
Open Python Ki PathshalaExplore the case studyHindi · English · Hinglish
Can you explain a Python loop with a cricket example?
Think of a loop as a bowler delivering each ball in an over. The same action, repeated six times.
for ball in range(1, 7):
print("Bowl delivery", ball)Illustrative learning example. Try the live tutor in ChatGPT.
The interactive classroom
Change a parameter.
Discover an idea.
These interactive demonstrations are ready to explore. Use them for individual learning, classroom explanation, or a deeper discussion.
Mathematics
Probability Lab
Explore probability through experiments, simulation, and visual reasoning.
Open the interactive labMathematics
Calculus & Optimization Lab
Investigate derivatives, curvature, optimization, and connections to neural networks.
Open the interactive labAI foundations
AI Foundations Mini Labs
Build intuition for the ideas behind artificial intelligence through small interactive activities.
Open the interactive lab
Generative AI
Prompt Geometry Visualizer
See how context and constraints shape the space of possible AI responses.
Open the interactive labGenerative AI
Custom GPTs Teaching Visual
Unpack how a custom GPT brings together instructions, knowledge, tools, and a learner’s question.
Open the interactive lab
Machine learning
CNN Convolution Activity
Explore how image filters and convolution reveal patterns in visual data.
Open the interactive labComputer science
Discrete Mathematics Demonstrations
Make abstract ideas in discrete mathematics easier to reason about in the classroom.
Open the interactive labComputer science
Rules of Inference Lab
Work through logical reasoning and inference with interactive explanations.
Open the interactive labTeaching practice
SCALE Curriculum Mapper
Explore a structured approach to AI-era curriculum design and learning activities.
Open the interactive labFrom learning to everyday practice.
AI for Everyone
My instructional contribution to the E&ICT Academy, IIT Kanpur programme introduces practical Generative AI and useful AI workflows.
Explore the programmeGoogle Drive File Picker
A Chrome extension for selecting Google Drive files and attaching them to ChatGPT-compatible workflows. Find installation details, product information, and privacy policies.
Explore the Chrome extensionGood questions start good collaborations.
Have an idea for an AI workshop, a research conversation, or a learning initiative? I would love to hear about it.