Md Tarake Siddique, Sakib Salam Jamee, Ashadujjaman Sajal, Sanjida Nowshin Mou, Md Rayhan Hassan Mahin, Md Omar Obaid, Md Refat Hossain, Mahabub Hasan and MD Sajedul Karim Chy 2025. Enhancing Automated Trading with Sentiment Analysis: Leveraging Large Language Models for Stock Market Predictions. The American Journal of Engineering and Technology. 7, 03 (Mar. 2025), 185–195. DOI:https://doi.org/10.37547/tajet/Volume07Issue03-16.