A retrieval-backed workflow for extracting, validating, and routing operational documents with audit trails and human review checkpoints.
system intent
Separates inference from business actions, making model behavior measurable while keeping approvals deterministic and traceable.
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A multi-account AWS analytics surface that normalizes billing signals, forecasts anomalies, and routes remediation events through policy-aware workflows.
Designed for noisy enterprise estates with event fan-out, idempotent ingestion, and sub-second dashboard queries over aggregated spend windows.
A saga-based microservices architecture for high-volume order processing with transactional outbox, retries, and observable failure states.
Improves recovery paths under partial outages and keeps customer-facing state consistent across payment, inventory, and fulfilment domains.
A compact engineering dashboard that correlates logs, metrics, and deployment events for fast incident triage across distributed services.
Built around scan-friendly telemetry lanes, service health budgets, and drilldowns that keep senior engineers close to root cause.