Experience

2-level grpo-embedded monte carlo tree search over decoding policies for discrete diffusion models. done as a test-time scaling axis for gemini diffusion. [paper] | [code] † *

variance-aware inference scaling methods for robotics diffusion models. † *

world modeling using natural language as an interface for structured latents. [paper] †

theoretical framework and proof-of-concept for trajectory-search inference scaling of stochastic diffusion models, expanding on deepmind's work for deterministic models. [paper] | [code] *

rl-embedded os. experimented with rust and lower-level systems. [code] †

medical imaging ai using mri images and generative models for dataset balancing. †

neural circuits and plasticity with computational methods. wrote code converting 3d neural morphologies to computational experiments for spatiotemporal dynamics. [code]

wrote custom quantum circuit simulators supporting intermediate statevector extraction. used to test quantum teleportation protocols for google willow. sponsored by google quantum ai.