Project Overview
Validated ingestion-to-dashboard data flow, reconciled SQL outputs, and verified Grafana KPI behavior for compliance and operations reporting.
IEMS (Environmental Analytics & Compliance)
End-to-end validation for environmental analytics pipelines with focus on compliance-ready, trustworthy dashboards.
Key Metrics
98% consistency checks
40+ KPI rules
30% faster triage
Workflow
- Mapped data flow from source ingestion to dashboard panels.
- Created reusable SQL validation packs for compliance KPIs.
- Verified trend calculations, thresholds, and alert outputs.
Outcomes
- Reduced mismatch escalations with stricter quality gates.
- Improved reporting confidence for compliance stakeholders.
- Accelerated anomaly root-cause analysis with traceability.
Tech Stack
Python
Selenium
SQL
Grafana
Postman