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Sairam Banavathu
Mid-level Backend & Reliability Engineer specializing in AWS, Kubernetes, and automation
New Mexico, USReliability Engineer, Infrastructure and Systems Automation5 years experienceMid-LevelTechnologyFinancial ServicesConsulting
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About
Meta engineer focused on reliability/operations tooling who built a unified real-time health dashboard and scalable telemetry pipelines (AWS + Datadog) for thousands of devices. Also shipped an internal LLM-powered knowledge assistant using RAG over wikis/runbooks/logs with strong guardrails and a rigorous eval loop that drove measurable accuracy improvements via automated doc ingestion and embedding updates.
Experience
Reliability Engineer, Infrastructure and Systems AutomationMeta
Backend Software Engineer, API and Cloud ServicesWells Fargo
Software Test and Integration EngineerCapgemini
Education
University of North Carolina at Charlottemaster, Computer Science
Amrita Vishwa Vidyapeethambachelor, Computer Science
Key Strengths
- Owned end-to-end delivery of an ops reliability dashboard (design → build → launch → iterate)
- Strong MVP scoping and prioritization with ops stakeholders (SiteOps/FacOps)
- Production LLM + RAG system design with security guardrails (prompt injection mitigation, output filtering, audits)
- Built evaluation loops for LLM systems (test sets, metrics, human review, regression prevention) and used results to drive ingestion/indexing improvements
- Scalable telemetry data pipeline design on AWS with reliability patterns (retries, DLQ) and observability (Datadog)
- Performance optimization for real-time systems (caching frequent queries, precomputing embeddings, batching low-priority data)
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