Live demos, no login: models trained in classroom notebooks, with their limits shown.
Pick a pose and start the camera: it measures your angles and says what to fix.
MoveNet SinglePose Lightning (Google, Apache 2.0) in the browser with TensorFlow.js · 12 yoga poses as data, judged by plain-JavaScript geometry · camera frames never leave the phone · Amazon CloudFront
Estimates an HDB flat's resale price from 244,312 past sales, and its likely error.
Python, pandas and scikit-learn (linear regression, gradient boosting) in a Colab notebook · the model runs in plain JavaScript in the browser · Amazon CloudFront · HDB resale data (data.gov.sg, Singapore Open Data Licence)
A trained model scores a message; Claude adds a guarded second opinion.
Python, pandas and scikit-learn in a Jupyter notebook · TF-IDF and logistic regression · the model runs in plain JavaScript, no ML service · Claude on Amazon Bedrock for the second opinion
Photograph an item: a model names the material and the bin. Nothing is uploaded.
MobileNetV2 transfer learning in a Keras notebook · runs in the browser with TensorFlow.js · photos never leave the phone · RealWaste data (UCI, CC BY 4.0)
The platform the agents run on, and what the AI costs each day.
Governed AI workflows with evidence, approvals and an audit trail.
Pre-written answers. No AI, and nothing you type leaves your browser.
