CRE touchpoints Create a closed-loop feedback process to ensure customer concerns are acknowledged, routed, addressed...
across engineering teams, including intelligent automation, human in the loop review, observability, and bias mitigation Lead...
, regulatory, and responsible AI standards, including appropriate human-in-the-loop controls Drive engineering enablement...
-in-the-loop workflows that continuously improve system accuracy and explainability Own the AI feature pipeline: define use... designing or managing systems with human-in-the-loop AI, active learning, or automated decision-support models Working...
, model calls, tool use, and user outcomes Design and operationalize automated and human-in-the-loop evaluation strategies...
integration testing, hardware-in-the-loop testing, and broader system-level verification. Define and lead the software test...-process communication, simulation-based testing, hardware-in-the-loop testing, robotic platform testing, and end-to-end...
Notion with AI in the loop, including how users discover, trust, and get value from AI, and identify barriers to adoption...
qualitative studies, side-by-side comparisons, and human-in-the-loop evaluation efforts to deepen understanding... and build scalable evaluation loops (human-in-the-loop review, longitudinal studies, and calibration of automated/LLM-judge...
designing AI-native workflows from day one, with human in the loop, SOX-grade controls built in rather than bolted...
to design multi-agent systems — orchestration, tool/function calling, memory, retrieval, and human-in-the-loop checkpoints..., and human-in-the-loop design — and the maturity to deploy them safely. 15+ years in enterprise data, software development...