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VITA2aishu/README.md

Hi, I'm Aisvarya Sampath Kumar 馃憢

I work at the intersection of real-time energy systems, software engineering, observability, and applied AI.

My experience includes EMS/GMS, SCADA, battery energy storage systems, telemetry monitoring, operational automation, and data-intensive applications supporting power and energy operations.

What I work on

  • Real-time telemetry reliability and data-quality monitoring
  • Energy management, grid management, SCADA, and BESS applications
  • Python automation and operational tooling
  • Prometheus and Grafana observability
  • Oracle and PostgreSQL data workflows
  • Applied AI for incident analysis and operator support
  • Open-source power-system tools and reproducible testing

Featured project

GridPulse Lab

An open-source Python lab for detecting silent telemetry failures in real-time energy systems.

GridPulse Lab provides reproducible synthetic scenarios for stale, frozen, delayed, invalid, and unavailable telemetry. It includes health signals, alarms, Prometheus metrics, a Grafana dashboard, documented APIs, automated tests, and an independent evaluation guide.

Open-source work

I contribute to projects in Python, energy systems, power-flow validation, and energy flexibility, including work with the LF Energy Power Grid Model ecosystem and FlexMeasures.

I am interested in collaborating on:

  • power-system reliability and grid modernization
  • energy telemetry and operational observability
  • battery and renewable-energy software
  • Python tools for real-time systems
  • trustworthy AI for operational environments

Writing, research, and reviewing

  • Technical reviewer for computing and software-engineering publications
  • Co-author of research connecting edge AI with real-time human鈥揂I operations
  • Writing about observability, reliable AI, legacy modernization, and uncertain real-time data

Technologies

Python 路 SQL 路 Oracle 路 PostgreSQL 路 Linux 路 Prometheus 路 Grafana 路 Docker 路 Azure DevOps 路 SCADA 路 EMS/GMS 路 AVEVA PI

Connect

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