{"repo":"crollila/High-Frequency-Trading-Algorithm-with-Instant-News-Sentiment-Analysis","free":true,"listed":false,"github":"https://github.com/crollila/High-Frequency-Trading-Algorithm-with-Instant-News-Sentiment-Analysis","clone":"git clone https://github.com/crollila/High-Frequency-Trading-Algorithm-with-Instant-News-Sentiment-Analysis.git","description":"My AI HF news trading bot, executes BUY/SELL SHORT/COVER, CALL trades within <100ms from news release depending on ping. Many other features to optimize your portfolio. Uses Alpaca, Benzinga News, FM FMP, GPT 4o","language":"JavaScript","stars":18,"topics":["ai","ai-trading","algo-trading","highfrequencytrading","news-trading","stock","stockmarket","trading","alpaca-trading"],"license":null,"category":"trading","readme_excerpt":"ChatGPTTradingBot :star: ### Project history AI / High-Frequency News Trading System January 2025 - Present &nbsp; &nbsp; Independent / Paper Trading Developed a systematic equity strategy designed to identify and trade market-moving news. Built automated news ingestion, sentiment and event analysis, signal generation, BUY/SELL/SHORT/COVER decision logic, position sizing, liquidity filtering, automated execution, and portfolio and risk monitoring. Tested through Alpaca paper trading. This repository was published to GitHub in August 2026. GitHub's repository creation date reflects when the code was uploaded here, not when the work was done. This was independent development and paper trading. It was not professional employment or a funded trading desk, and the strategies were not used by other professional traders. This is my AI high frequency trading algorithm, a Node.js project that uses the Alpaca Trade API for trading activities. When a live news event is released via Benzinga News, it will send the important data from the article to a tailored GPT 4.1 model and receive a sentiment analysis score on if the event will have a positive or negative effect on the company stock on a scale from 0-100, 0=worst news, 100=best news, all within 20ms. Based on the score, an algorithm determines if and how much it will BUY/SELL or SHORT/COVER the stock, the algorithm scales based on funds in the account and will adjust if margin trading is wanted. Any quantity of money used up to $10,0","default_branch":null,"files":null,"tree":[],"storefront":"/r/crollila","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/crollila/High-Frequency-Trading-Algorithm-with-Instant-News-Sentiment-Analysis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}