What this site is, and what it is not.

This is my personal site. I am Kaushal Khodifad, an individual working from Bengaluru, India. There is no company behind this site and no team. By using it you accept what follows.

The studies are my own work. Every study here is independent concept work. I chose the problem, built it myself and published it. None of it was commissioned by, reviewed by, or done on behalf of any company named on the site, and none of it uses anyone's confidential material.

The demos are illustrative. They are prototypes built to show how a product could work, not products you can rely on. They run on sample and synthetic data, they can be wrong, and several of them sit on regulated ground: clinical coding, lending and insurance decisions, tax filing, regulatory compliance and health questions. Nothing a demo produces is medical, legal, financial, tax or compliance advice. Do not use any of it to make a real decision. Take that decision with a qualified professional.

What you type into a demo. Most demos send what you type to a third-party model provider so a model can answer. Do not type anything confidential, and do not paste real patient, customer or employee data into them. The privacy notice says exactly what gets sent and where it goes.

No warranty. The site and everything on it is offered as it is. I do not promise that it is accurate, complete, current or available. Use it at your own risk. I am not liable for any loss that comes from relying on it.

My work stays mine. The writing, code, designs and diagrams on this site are my copyright. Read them, link to them and quote them with attribution, freely. Do not republish them in bulk, present them as your own, or sell them without asking me first.

Other people's names and marks. Company names, product names and logos that appear on this site belong to their owners. I use them to say what a study is about and to credit the real products a concept responds to. Their appearance is not a claim of affiliation, sponsorship, partnership or endorsement in either direction. If you own a mark here and want it handled differently, email me and I will fix it.

Changes. I update this page when the site changes. The date below is when I last did.

Questions, corrections or takedown requests: email me at khodifadkaushalkhodifad@gmail.com, or book a time on my contact page.