Bio: "I am an Assistant Professor at MIET Jammu with a PhD from Chandigarh University. My research focuses on road extraction from remote sensing images using the DIDRU-CAN model, with interests in machine learning, deep learning, and satellite image analysis. I hold a Bachelor's degree from Baba Ghulam Shah Badshah University and an MTech from Shri Mata Vaishno Devi University. As an educator, I teach Data Science, Operating Systems, and Big Data Analytics, emphasizing practical applications and emerging technologies."