Projects | just another shitty blog

in-context learning text-to-sql

In this paper, we look at how in-context learning can improve the state-of-the-art performance of LLMs on the text-to-sql task.

The first deep learning approach to grade aortic stenosis in cardiac ultrasounds, which is vital in point-of-care settings.

I got COVID, so I rested in my bed for a week making an automatic crypto trading algorithm based on a statistical arbitrage strategy.

I created a bot to find a bike during COVID, which was not easy because of supply-chain issues. The story, and link to repo, is in the post.

In this project, we implemented a learning based algorithm to improve the precision of sound zonotope certification.

We built a robot, from scratch, that used YOLOv2 for real-time object detection and navigation.