Projects

The memory layer for AI applications. Open-source framework for building personalized AI with long-term memory capabilities.

Open-source platform to create, collaborate, and participate in AI challenges organized around the globe. Built as Masters thesis at Georgia Tech.

A visual chatbot that can hold meaningful dialog with humans in natural language about visual content. CVPR 2017 Spotlight paper.

Human-Interactive Evaluation Made Easy — a centralized open-source platform for human-in-the-loop evaluation of AI agents. Developed infrastructure to pair AMT users with visual dialog agents in real-time.

Online collaborative platform to build, visualize, and train deep learning models via a simple drag-and-drop interface.

Interactive demo for Gradient-weighted Class Activation Mapping — making CNN-based models interpretable by highlighting regions the model looks at during predictions.

Visual Question Answering demo — given an image and a free-form natural language question, the model produces accurate answers.

AI-as-a-service platform enabling researchers to convert deep learning models into accessible online services without infrastructure setup.

A diversity-promoting decoding method for neural sequence models, producing significantly different output sequences with comparable runtime to standard beam search.