I have been selected as a Capital One Fellow (2026–2027) through the USC–Capital One Center for Responsible AI and Decision Making in Finance (CREDIF), with approximately $84,000 in fellowship and research funding, for my project FinSemKG: A Semantic Mediation Layer for Grounded, Auditable LLM QA over Financial Tables.