Vignesh Thangaraj

Background

About Vignesh Thangaraj

I am a recent graduate with a Master's degree in Software Systems and possess strong motivation and leadership abilities. Currently, I am looking for Full-time Opportunities in an organization where I can explore the field of C, HTML, CSS, Java, JavaScript, MYSQL Web Development and showcase my skills and learn from others in the organization. During my seventh semester, I had the opportunity to work as a Full Stack Developer intern at BRIGHTNEST TECHNOLOGIES Coimbatore, where I worked on the development of an online assignment management system using HTML, CSS, Bootstrap, PHP, and MYSQL. This web application was designed to the needs of both teachers and students. Recently, I done a research and development on an enhanced deep learning model for tomato leaf disease prediction. The paper compares four models, including CNN, Inception v3, VGG 16, and ResNet, with VGG 16 providing the best accuracy. Afterward, I utilized Bayesian optimization to hypertune the VGG 16 model further. The research involved using two distinct types of datasets, including a publicly available plant village dataset and a custom-created dataset. By utilizing these datasets, I was able to demonstrate the effectiveness of the enhanced deep learning model for tomato leaf disease prediction.