Stock Watch

1. Studied the ability of language models to forecast stock market movement by develop a retrieval-augmented LM system designed to automatically search for relevant information, generate forecasts, and aggregate predictions.
2. Predicted the future direction of stock price using news articles, twitter posts, SEC filings and historical stock prices data. Achieved an accuracy of 72% and a F1 score of 0.67.