This paper is published in Volume-11, Issue-1, 2025
Area
Fintech
Author
Rutuja Jamale, Aatish Jawalkar, Samruddhi Duse, Omkar Chole, Prachi Sorte
Org/Univ
Marathwada Mitra Mandal's College of Engineering, Pune, Maharashtra., India
Keywords
AI-driven trading, Machine Learning, ARIMA, LSTM, EMA, XGBoost, LLaMA, Financial Insights.
Citations
IEEE
Rutuja Jamale, Aatish Jawalkar, Samruddhi Duse, Omkar Chole, Prachi Sorte. Trada – An AI-Driven Trading Assistant and Stock Analysis Service, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.
APA
Rutuja Jamale, Aatish Jawalkar, Samruddhi Duse, Omkar Chole, Prachi Sorte (2025). Trada – An AI-Driven Trading Assistant and Stock Analysis Service. International Journal of Advance Research, Ideas and Innovations in Technology, 11(1) www.IJARIIT.com.
MLA
Rutuja Jamale, Aatish Jawalkar, Samruddhi Duse, Omkar Chole, Prachi Sorte. "Trada – An AI-Driven Trading Assistant and Stock Analysis Service." International Journal of Advance Research, Ideas and Innovations in Technology 11.1 (2025). www.IJARIIT.com.
Rutuja Jamale, Aatish Jawalkar, Samruddhi Duse, Omkar Chole, Prachi Sorte. Trada – An AI-Driven Trading Assistant and Stock Analysis Service, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.
APA
Rutuja Jamale, Aatish Jawalkar, Samruddhi Duse, Omkar Chole, Prachi Sorte (2025). Trada – An AI-Driven Trading Assistant and Stock Analysis Service. International Journal of Advance Research, Ideas and Innovations in Technology, 11(1) www.IJARIIT.com.
MLA
Rutuja Jamale, Aatish Jawalkar, Samruddhi Duse, Omkar Chole, Prachi Sorte. "Trada – An AI-Driven Trading Assistant and Stock Analysis Service." International Journal of Advance Research, Ideas and Innovations in Technology 11.1 (2025). www.IJARIIT.com.
Abstract
The stock market poses significant challenges for traders and investors due to fragmented access to essential data and insights. Navigating multiple platforms to gather real-time data, historical trends, and financial information leads to inefficiencies and missed opportunities. Trada is an AI-driven trading assistant that centralizes stock analysis, providing users with real-time data and personalized buy/sell recommendations in one platform. By leveraging advanced machine learning algorithms such as ARIMA, LSTM, EMA, and XGBoost, Trada delivers predictive stock analysis and actionable insights. LLaMA enhances the platform's ability to summarize financial reports, helping users make informed trading decisions without the need to rely on multiple resources.