About this role
Design and ship specialist agentic AI systems and multi-agent orchestration for sports performance; develop confidence calibration, human-in-the-loop escalation, evaluation, observability and production workflows so AI outputs are grounded, traceable and actionable.
Skills for this role
Agentic AIMulti-agent orchestrationMemory (persistent state)Tool useMulti-step reasoningProduction deploymentProduction operationAgent routingSpecialist agent compositionDependency-aware workflowsParallel executionSequential executionResponse synthesisLangGraphAutoGenCrewAIConfidence calibrationPlatt scalingIsotonic regressionExpected Calibration Error (ECE)Calibration curvesUncertainty estimationConfidence estimationPythonSoftware engineering fundamentalsProduction RAGRerankingFoundation model fine-tuningDomain adaptationLoRA」「PEFT