Projects

Here are some things I’ve built:

Amber

Current Focus - A generative media startup where humans and AI agents collaborate to build immersive worlds.

StoryForest

storyforest.io - An interactive visual storytelling platform that lets you create branching narratives with AI-generated imagery. Built this to explore new forms of digital storytelling.

Open Source

I post interesting projects and demos on my GitHub.

Selected Research

CNN2Graph: Building Graphs for Image Classification

WACV 2023 - Use GNNs to build a graph of “good” images and use these good images to better classify query images via transductive learning.

Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification

IJCAI 2024 -Improve image retrieval by letting augmenting query images and making their distributions match across the database.

Learning Object Focused Attention

ICPR 2024 - Work on developing attention mechanisms that focus on relevant objects within images for better understanding and classification.