Projects

A selection of research and engineering work.

UniCat

Unified cross-modal attention for multimodal fusion. A new approach to how different sensor modalities should relate to each other.

researchmultimodalNeurIPS

VLM Evaluation Infrastructure

Accelerated vision-language model evaluation by 10x by migrating from HuggingFace to vLLM-based inference pipelines.

infrastructureevaluationVLM

Flow-Guided Video Restoration

Methods for removing specular reflections from endoscopy video to improve surgical visibility of tumors.

medical imagingcomputer visionpublished

Codex Experiment Harness

Turned month-long research cycles into weekend-scale iteration loops with automated experiment orchestration.

toolingresearch infrastructure