Data Science, Informatics, Prebiotic Chemistry, Semantic Web

Shweta is completed her Ph.D. at Rensselaer Polytechnic Institute in May 2025, that was focused on the intricate convergence of semantic technologies and data science within the domain of prebiotic chemistry. With roots stretching back decades, prebiotic chemistry holds pivotal significance in elucidating the fundamental aspects of the Origins of Life and, consequently, Astrobiology. Through the integration of semantic web technologies, data science methodologies, and machine learning algorithms, Shweta's research endeavors to undertake a comprehensive computational analysis of the expansive experimental prebiotic chemistry landscape. An additional research outcome is a feedback loop established to enhance experimental design frameworks within this domain through rigorous computational investigations.