A natural language shell built in Zig, using a custom Mixtral 8x7B model fine-tuned on bash commands. Built at TreeHacks 2024.
Investigated data attribution for pretrained image segmentation models. By extending TRAK, we can curate a subset of training images from large image datasets that's up to 3x smaller that improves model performance, and identify mislabeled examples in training data.
Presented at NeurIPS ATTRIB Workshop 2023.
A language learning tool built around practicing natural conversations with a chatbot, which can be personalized to any scenario. Built at LAHacks 2023.