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NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.
The Graham and Doddsville Website is a modern, responsive platform built to serve Australia’s premier value investing education community. Designed with a mobile-first approach and premium styling, it delivers a newspaper-style experience that blends timeless investment wisdom with real-time Australian financial news.
Developed an unsupervised pipeline that clusters financial headlines into 100+ meaningful topics using BERTopic and HDBSCAN. Integrated sentiment analysis to track market sentiment volatility and visualize topic trends across stock tickers and time. Combined multiple datasets to create a scalable, finance-ready insight system
A pipeline that ingests daily DJIA news headlines, computes FinBERT sentiment and technical indicators, and trains an XGBoost model to predict the next-day Dow Jones direction.