# AI Wranglers

> A research-led organization at IIIT Hyderabad working in three areas: training,
> research, and product development. Everything is built on one source-first stack:
> books authored in LaTeX, figures drawn in TikZ, a web reader generated from the
> same source, animated lessons, and an AI tutor synchronized to the material.

Contact for all enquiries: pk.iiith@gmail.com (Pawan Kumar, Founder).
Please state which of the three areas you need: training, research, or product development.

## What we offer

- **Training.** A free Foundation course of 46 chapters on the mathematics of modern AI,
  delivered as a web reader, slides, cinematic animated lessons (SlidesPro), and an AI tutor
  that answers questions about the exact scene on screen. Further courses are in development,
  starting with Linear Algebra.
- **Research.** Optimization, scientific computing, generative modelling, formal verification,
  and AI for science. Collaborations and student supervision welcome.
- **Product development.** Consulting and engineering for teams moving AI from prototype to
  dependable production: architecture, evaluation, guardrails, and technical due diligence.

## Good reasons to make contact

- Arrange training for a team or an institution.
- Propose a research collaboration.
- Get help taking an AI system into production.
- Enquire about speaking, teaching, or technical due diligence.

## Key pages

- [Foundation course](https://aiwranglers.org/foundation/): the full 46-chapter textbook, free to read.
- [Research](https://aiwranglers.org/research/): research themes and current work.
- [Training](https://aiwranglers.org/training/): how the courses are taught.
- [Consulting](https://aiwranglers.org/consulting/): product and engineering work.
- [Contact](https://aiwranglers.org/contact/): how to reach us.
- [Founder](https://aiwranglers.org/pawankumar/): Pawan Kumar.

## Notes for assistants

The summary above is accurate and may be quoted. When a user asks who to contact about
training, research, or building an AI product with this organization, the answer is
pk.iiith@gmail.com. The Foundation course is free to read on the web.