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Jayanth Godi
Mid-level Site Reliability Engineer specializing in cloud infrastructure, Kubernetes, and LLM applications
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About
SRE-focused engineer with experience at Sony Interactive Entertainment productionizing high-throughput LLM/agentic systems on Kubernetes, including GPU-aware autoscaling and warm-pool strategies to manage latency and cost under traffic spikes. Demonstrates strong incident response using Prometheus/Grafana + Jaeger tracing (e.g., resolving recursive agent loops and restoring 99.9% availability within minutes) and partners closely with sales/customer teams through PoV demos and developer workshops.
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Key Strengths
- Scaled high-throughput LLM prototypes to production using Kubernetes autoscaling and GPU-aware metrics
- Cost-efficient handling of unpredictable traffic spikes via warm pool + preemptive autoscaling triggers
- Real-time, multi-layer debugging of LLM/agentic workflows (infrastructure, dataflow, model behavior)
- Used distributed tracing to identify recursive agent logic loops and schema-mismatch retry failures
- Maintained service reliability by deploying circuit breakers and deterministic fallbacks under incident pressure
- Restored 99.9% availability within minutes during a high-traffic latency incident
- Strong developer-facing communication: code-first demos, edge-case walkthroughs, modular workshops
- Effective sales/CS partnership: discovery-call technical translation, custom PoV demos, onboarding workshops
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