Build customer-facing agentic AI experiences, including chatbots, embedded assistance, MCP integrations, and automated reconciliation workflows. Partner with product teams, domain experts, customers, and engineers to identify valuable AI applications across fund-management software. Design reliable multi-step agent systems, evaluate model outputs and failure modes, and ship production software while shaping product direction in a fast-moving environment.