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Aarati Dulal
Senior Full-Stack Java Engineer specializing in cloud-native microservices
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About
Backend/platform engineer who owned high-volume Java/Spring Boot microservices on AWS (Kafka + RDS/DynamoDB) and has hands-on experience debugging complex production latency incidents across DB, JVM/GC, and async consumers. Also shipped applied AI features for ops, including an LLM-powered log analysis assistant and an incident-response agent with strong safety guardrails (schema-validated tool use, retries/backoff, and human-in-the-loop escalation).
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Key Strengths
- Owned production Spring Boot microservices processing high-volume transaction data on AWS
- Systematic performance debugging using APM traces, DB metrics, JVM monitoring, and Kafka consumer lag analysis
- Resolved peak-traffic latency and error-rate issues via query/index optimization, GC/allocation reduction, and async/concurrency fixes
- Shipped LLM-powered log analysis assistant end-to-end (backend integration, prompt design, UI integration, monitoring, rollout)
- Designed incident-response agent with safe planning/execution separation, strict tool schemas/permissions, bounded retries, and human escalation
- Strong production engineering practices in Python: typing (mypy), async patterns with timeouts, testing (pytest), and observability/on-call readiness
- Relational modeling expertise: normalized PostgreSQL schemas with constraints, idempotency, migrations, and query optimization
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