Daanish Shabbir

Profile
Profile secondary
building Equivariant Systems
prev: Cerebra Tech; Nvidia; Stanford EE + English.

Now

Engineering Design Agents
  1. Full-Stack Engineering for Physical Systems
  2. Geometry as Code: Physics bottleneck
Computation & Energy
  1. 3 Puzzles in Optoelectronics (new update)
  2. Modulating light at 10 fJ

Fermi

Fermi Cooling
Fermi showcases the Equivariant runtime: we offer a general gateway to all known physics for autonomous agents.

Writing

Fiction Pieces

Kashmir Point

Ruins at the End

Blog & notes

Physics Surprises

Reading

2021
2022
2023
2024
2025
Reading books from 2025

The novel is my go to tool for thought. I am also on goodreads.

Web Projects Archive

Product screenshot
towards a future of reading
Declaration of Interdependence and Verses collective
We built the Declaration of Interdependence: from which was founded Verses, a literary-hacker collective.
Helpthisbook.com screenshot
Helpthisbook.com
Nimbus.watch screenshot
Nimbus Online

Research

Empirical
  1. Training models for CoT Faithfulness
  2. Visual, Spatial and Geometric Reasoning
Conceptual
  1. Weather Modelling
  2. Physics as a sequence (5 min talk)
  3. Compute & Hardware Co-Evolution

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