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Cloud Troubleshooting
Investigate problems affecting cloud resources, deployments, connectivity, permissions, or application behavior. Proven engineering baselines with zero-downtime execution.
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Formal Root Cause Analysis (RCA) document with detailed incident timelines and telemetry.
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Linux Kernel TracingGDBWireshark
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Production Incident Support
Senior principal architect escalation providing rapid triage during mission-critical outages.
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Formal Root Cause Analysis (RCA) document with detailed incident timelines and telemetry.
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AI / MLSRE / Ops
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Server Error Resolution
Rapid root-cause triage, memory leak diagnostics, and permanent fixes for server crashes.
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Formal Root Cause Analysis (RCA) document with detailed incident timelines and telemetry.
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Linux Kernel TracingGDBWireshark
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Deployment Failure Diagnosis
Debug broken rollouts, container crash-loops, and permission failures to restore pipelines.
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Formal Root Cause Analysis (RCA) document with detailed incident timelines and telemetry.
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CI/CDAI / MLAPI
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Database Troubleshooting
Rapid root-cause triage for database deadlocks, connection exhaustion, and CPU saturation.
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Formal Root Cause Analysis (RCA) document with detailed incident timelines and telemetry.
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DatabaseAI / ML
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