Practical AI courses for Indian professionals. Learn to write better prompts, work with documents and data, check AI output, and build safe workflows—one step at a time.
ai-kit/ ├── □ ai-map.md 00 ├── □ about-me.md 01 ├── □ requests.md 02 ├── □ context/ 03 ├── □ checks.md 04 ├── □ prompts/ 05 ├── □ MEMORY.md 06 ├── □ topics/ 06 ├── □ standards.md 07 ├── □ workflows/extraction.md 08 ├── □ workflows/research.md 09 ├── □ action-map.md 10 └── □ review.md 11
A practical Indian guide from your first useful request to a system you can trust. Clear English, no technical background assumed, and a folder you own at the end.
Build AI that acts safely in real Indian work. Two tracks — builder and operator — sixteen modules, and one working system of your own at the end.
There is not a single unsourced statistic in twenty-eight modules. Where a failure matters, it is described concretely rather than quantified vaguely.
Every module names at least one case where its own technique is the wrong choice. A course that only ever says yes is a sales page with chapters.
Real products are named as demonstrations. Nothing in the teaching depends on a tool keeping its current name, price or menu.
Module 03 reads what Module 01 wrote. Module 11 reads everything. That is what makes twenty-eight lessons one system instead of a playlist.
Indian professionals · small business owners · freelancers · teachers · students · creators · builders and operators
A brief in five parts, each closing a hole the machine would otherwise fill by inventing.
The lever with the most travel: what is in front of it when you ask.
Fluency was a signal about the author. It is not one any more.
Prompts, standards and memory, in files rather than in your head.
Permissions, gates and blast radius: last, on purpose.