Algo-trading system

Volatility Vertex

An algo-trading system combining RSI + DMA crossover strategy with ML-based predictive trade modeling, live data feeds, and real-time Telegram alerts.

Overview

Developed an algo-trading system that combined the RSI + 20/50 DMA crossover strategy with a DecisionTreeClassifier (Scikit-Learn) for predictive trade modeling. Integrated live stock data via Yahoo Finance, automated trade logging and P&L tracking on Google Sheets (GCP Service Account), and deployed real-time Telegram alerts for BUY/SELL execution. Augmented the system with Groq LLaMA3-70B commentary for intelligent market insights and a glassmorphism-styled Flask UI that showcases trade signals, ML accuracy, and performance dashboards.

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