Speaker

Sujith N S

Sujith N S

Senior Software Engineer @ eBay | Ex-Amazonian

Amsterdam, The Netherlands

Actions

- Designed and developed AI autonomous Agents for monitoring and incident triage
- Architected and developed an end-to-end monitoring system using Java and Spring Boot. Mentored a few developers who collaborated into the project. Replaced Celery-based workers with a Quartz scheduler for alert rule evaluation. Implemented configurable lookback periods, automated threshold generation using LLMs, and rule-based decision logic to suppress false positives. Introduced decision rules for holiday periods, budget constraints, model forecasting, and metric comparisons, reducing false positive alerts by over 84% starting November 1, 2025. Currently developing agent-based root cause analysis to enhance alert explainability.

Area of Expertise

  • Business & Management
  • Information & Communications Technology
  • Real Estate & Architecture

Topics

  • AI Agents
  • AI & Machine Learning
  • Observability
  • monitoring and alerting
  • Anomaly Detection
  • MCP
  • Agents

Sujith N S

Senior Software Engineer @ eBay | Ex-Amazonian

Amsterdam, The Netherlands

Actions

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