Set technical direction for agentic systems at Aera.
Own the agentic platform end-to-end: reasoning, tool use, memory, long-horizon loops.
Own evaluation discipline: offline/online evals, datasets, LLM-as-judge pipelines.
Establish reusable substrate: shared tools, prompt-caching, routing layers.
Improve performance, cost, and reliability via context engineering, parallel calls, routing.
Mentor engineers; review designs and agent code; set production-ready standards.

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