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Industrial backend

Virtual Flow Metering Service

Backend service for virtual flow metering using physics-based well models.

  • Python
  • SQL
  • FastAPI
  • Pydantic
  • SQLAlchemy
  • Alembic
  • PostgreSQL
  • ClickHouse
  • Plotly
  • Docker
  • CI/CD
  • GitHub Actions
  • Prometheus
  • Clean Architecture

Key features

  • Physics-based well calculations and model calibration.
  • API and data storage for calculation workflows and results.
  • Versioned calculation snapshots with plots, logs, and metrics for comparing results and performance across service versions.