Designs and deploys AI solutions for trading and capital markets workflows. Partners with trading, technology, product, operations, and control teams to identify opportunities, prototype agentic AI and machine learning solutions, and transition them into production. Applies LLMs, RAG, orchestration, and evaluation methods to market data, execution, post-trade analysis, financial news, and filings while ensuring explainability, auditability, governance, privacy, and trading-control compliance.