Key Responsibilities

• Own the end-to-end technical direction for the multi-agent, multimodal platform that converts broadcast/radio inputs into validated, structured outputs from prototype to production.
• Design and evolve the agent architecture (agent boundaries, interfaces, and orchestration patterns), including evidence fusion, traceability/provenance, and schema-first outputs with versioning and backward compatibility.
• Define reliability standards for probabilistic systems: confidence scoring and gating, escalation paths for low-confidence segments (including optional human-in-the-loop), and safe correction/overwrite semantics for live outputs.
• Drive performance and cost optimization, selecting routing strategies (lightweight vs heavy models), and implementing batching/caching/retries that keep quality stable under real-time constraints.
• Partner across product, platform, and domain experts to translate ambiguous sport scenarios into system logic.
• Champion continuous improvement by evaluating new technologies, tools, and approaches where they provide clear value.
• Mentor and coach engineers across teams, supporting technical growth and raising the overall engineering bar.

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