My PhD Statement of Purpose
The SOP I submitted to UT Austin, with section-by-section lessons for research applicants across universities.
Writing
Notes on ML research, internships, and things I've learned along the way.
Rethinking Routing in MoEs for Visual Generative Models
How recent visual generative models route tokens through mixture-of-experts — from batch-level context to semantic prototypes.
FAQ: Pre-Doctoral Researcher Program — Google DeepMind India
Common questions about the Google DeepMind India Pre-Doctoral Researcher program, from someone who went through it.
Aesthetics Assessment (Graphic Designs)
Curated papers and resources on assessing aesthetic quality in graphic design.
CPU vs GPU (Tensor Operations)
When PyTorch tensor ops run faster on CPU vs GPU — and why the answer isn't always obvious.
Experience at Adobe Research
Reflections from a research internship at Adobe Research.
Multimodal Image-to-Image Translation
Notes on multimodal image-to-image translation with BicycleGAN.