Global macro trends provide us with invaluable insights into the potential future. My objective is to diligently monitor these trends and strive to interpret them with utmost accuracy. The purpose of this project is to develop practical automations that facilitate efficient market observation and enable prompt decision-making. In the final stages, I aim to leverage machine learning to automatically execute trade decisions.
Get macro economics factors, companies quarter reports to predict trends on high-level and for long-term.
Open/Close statistics on market for tech-analysis and med-term horizon prediction.
5min trading data and news for inraday trading.
Dedicated service for Summarization and Sentiment of the text. For it, I use dockerized FastAPI server with simple Gradio interface. Additionally, there are lazy loading for ML models to release resources and verification to prevent bots from constantly using this service. API available through basic authentication.
