During their internship at IIRS, ISRO, Ishika Punhani & Vinay K developed a Computational Model called "Landscape Forensics" that leverages machine intelligence to predict disaster risks.

Ishika & Vinay, students of B.Tech. CSE in specialization with Cyber Security & Forensics from the batch of 2020-24 secured the internship at IIRS, ISRO, spearheaded the development of an innovative computational model named "Landscape Forensics." This approach leverages machine intelligence to predict disaster risks, encompassing Landslides, Cloudbursts, Floods, and Forest Fires.
During the internship at IIRS, ISRO, Ishika Punhani & Vinay K conceptualized and constructed a Computational Model known as "Landscape Forensics." This pioneering model harnesses the power of machine intelligence to forecast the potential risk of disasters, encompassing a wide array of calamities such as Landslides, Cloudbursts, Floods, and Forest Fires. By coining the term "Landscape Forensics," they introduced an innovative paradigm to disaster risk prediction. This initiative marks a significant advancement in leveraging technology for enhancing disaster preparedness and management