aspg-38-2420-1792226244 20261017083724 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Journal of Sustainable Development and Green Technology JSDGT 2836-5399 2024 4 1 Mohamed Elkholy Faculty of Information Systems and Computer Science, October 6 University, Cairo, Egypt Ahmed A. El-Douh School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China This research paper responds to the growing global demand for environmentally and socially responsible financial practices by outlining a strong framework for incorporating sustainable and green finance into effective trading port-folio management. The study acknowledges the current difficulties of reconciling financial goals with sustainability criteria and uses a methodological approach that includes risk-sensitive asset allocation, mean-variance optimization, and strategic maximization of the Sharpe ratio. By carefully examining and analyzing this research, it explores the complex dynamics of sustainable finance, thus providing a holistic understanding of how financial success is related to environmental and social responsibility. The findings of this study provide important insights into ongoing discussions on responsible investment strategies, thereby giving investors and policymakers a guide on how to align their financial objectives with sustainable development imperatives. 2024 12 16 2420 https://creativecommons.org/licenses/by/4.0/ 10.54216/JSDGT.040103 https://americaspg.com/journal/38/article/2420 https://americaspg.com/storage/articles/manuscripts/01M3YQBY0HP8CXYPPBH4NZ019E.pdf