Madhur Banger

Explorer. Thinker. Builder.

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SLA Breach Monitor

Real-time stream processing pipeline

Python, Node.js, Kafka, Flink SQL, Gemini AI

PythonNode.jsKafkaFlink SQLGemini AI
  • Built a real-time stream processing pipeline using Kafka, computing p95 latency and error rates across 4 endpoints — gathered and analyzed large, diverse data sets streaming 1000+ events/min, with breach detection under 20s.
  • Integrated Python + Gemini AI for automated root cause analysis with severity-based alerts, reducing MTTA by 70% and contributing to secure, stable application reliability at scale.

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