Build the hardest parts personally: prototype agent loops, design and run the evaluations that validate them, tune retrieval, and ship the shared infrastructure that powers AI Case Explorer (case overviews, timelines, key people and themes, PII surfacing, and Agent chat), AI Agent Review (pre-classifying relevance, privilege, and key issues, shipping MLP), and CS & Ops tech-enablement as part of our central work orchestration system. Raise the bar on both AI engineering and evaluation discipline, mentor senior ICs through hands-on technical leadership, build and maintain relationships with model and infrastructure vendors, and represent KLD''s AI strategy directly with customers, partners, and at industry events.