This thesis investigates the application of generative design techniques in the field of jet engine bracket design using Solid Edge software. The project, especially emphasizes the use of computational methods towards structural optimization, aims to add to the growing environment of the aerospace field by using new design technology. The investigation starts with an in-depth review of generative design principles and their application inside the Solid Edge software. The study explores into the generation of different design iterations using an iterative approach, considering different kinds of parameters such as material properties, geometric limitations, and performance measurements. The optimization techniques included into Solid Edge are used systematically to repeatedly develop designs, with an emphasis on improving structural integrity, minimizing weight, and optimizing load distribution. Structural simulations are carried out to evaluate the structural performance of produced designs under 4 of load scenarios, making sure that they meet 3D printing standards and safety requirements. At the same time, an analysis on the aesthetic and practical constraints associated in the generative design process is provided, acknowledging the close connection between imaginative perception and engineering precision. Following the guidelines set out by academic articles and journals, the thesis compares jet engine brackets that are constructed conventionally with those that are created generatively. Comparative analyses include structural integrity, weight efficiency, and versatility, giving practical insights into the importance of generative design approaches in the aerospace sector and engineering field. The thesis concludes with views on the potential benefits of generative design for the future of aerospace engineering, emphasizing the importance ofmaterials scientists for material selection, and manufacturing experts. As a result, the thesis emphasizes within the field of study as a thoughtful investigation of generative design applied to the important field of jet engine brackets, giving important details and methods to advance the continuous progress of aerospace and mechanical engineering practices.