• Pradeep Dilip Mokashi
• Janvi Rameshbhai Patel

Artificial Intelligence (AI) is not just enhancing financial decisions. It’s transforming the DNA of the stock market itself. This paper explores how AI is reshaping investor behavior, influencing decision-making timing, and transforming broker operations, while offering comparative results of three distinct AI models trained on real-world stock data. By quantifying prediction accuracy and evaluating AI’s cognitive edge over traditional systems, we present a compelling case for a tech-driven financial ecosystem.

Artificial Intelligence, Nifty50, Stock Market, Sentiment Analysis, Machine Learning, Predictive Modeling, Financial Prediction, Financial Automation, Investor Behavior, Hybrid Model, LSTM, Random Forest, Linear Regression.

"AI in Finance: Modeling Stock Price Movements Using Machine Learning and Sentiment Analysis", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 7, page no.c716-c721, July-2025, Available :http://www.jetir.org/papers/JETIR2507277.pdf

"AI in Finance: Modeling Stock Price Movements Using Machine Learning and Sentiment Analysis", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 7, page no. ppc716-c721, July-2025, Available at : http://www.jetir.org/papers/JETIR2507277.pdf