Hands-on staff-level backend engineer building the platform behind AI products for tax, accounting, and audit professionals: LLM orchestration (agents, tool calling, MCP), retrieval across millions of documents, and production services in Python/FastAPI on AWS and PostgreSQL, plus mentoring and leading projects end to end.
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