Lirika Sola is a third-year Ph.D. candidate in the Department of Computer Science at Northwestern University, advised through the Northwestern Security & AI Lab. Her research lies at the intersection of machine learning, geospatial analysis, and counterterrorism studies, with a focus on modeling, forecasting, and mitigating malicious behavior in both digital and physical domains. She develops data-driven systems that integrate spatial information, behavioral patterns, and environmental context to support risk assessment and decision-making in security-critical settings. With an emphasis on bridging technical innovation and real-world applicability, her work is designed to inform decision-making across governmental, humanitarian, and security sectors. Through interdisciplinary collaboration and a commitment to practical impact, Lirika aims to advance the role of AI in promoting global safety, operational readiness, and evidence-based intervention.