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Python/Django & FastAPI backend + AI engineer. Fintech APIs, agentic systems on Vertex AI. Frappe v15 contributor (5 merged patches).
The agent proposes, the human countersigns, and both are on the record.
Agent-native invoice review. ChatGPT runs the three-way match, hunts duplicates, highlights the evidence on the scan, and asks. Only your click approves. 13 WebMCP tools, one audit log.
Six agents on Vertex AI Agent Engine treat every supplier invoice as an attack: Model Armor fails closed, policy is code, one identity may pay, exactly once — plus a billing kill switch.