Teaching
AI education from first principles
Teaching material, curriculum, and public notes — especially for students learning programming and AI without elite institutional access.
Squirrels Tech ↗
Grassroots AI and programming education for young women across India — coding clubs, mentorship, college programmes, and pathways from first principles.
Teaching notes
Public notes on neural networks, transformers, agents, and memory — with notebooks, diagrams, and reproducible experiments as they are published.
Planned lecture series
- Neural networks from scratch
- Transformers from scratch
- Agents and memory