I'm a Research Scholar in Computer Science at Jadavpur University currently working on Machine Learning and Computer Vision applications. I previously did research at the Department of Computer Science & Engineering at Swami Vivekananda Institute of Science and Technology focusing on hate speech detection and classification models. My work focuses on analyzing and implementing various machine learning algorithms for social media content moderation. I'm particularly interested in developing and comparing different classification models like Support Vector Machines, Random Forests, and Deep Learning approaches to tackle online hate speech and toxic content. My research has demonstrated that ensemble methods like Random Forest can achieve state-of-the-art accuracy (98.2%) in detecting harmful content on social media platforms.
Currently, I'm expanding my research into more advanced Computer Vision techniques and deep learning architectures to improve the robustness and generalization of Vision based classification and segmentation systems.
