Domain-Driven Calculation Engine & Field Data Platform · 2017 – Present

Rheia Design Engine & Field Data Telemetry Platform

Rheia, LLC

  • Domain-Driven Engine
  • Python / TypeScript
  • Calculation Engines
  • Manual J Integration
  • Pydantic Data Schemas
  • Automated Damper Controls
  • Field Telemetry Pipelines
Rheia Manage Community Design Manager

Rheia Manage Community Design Manager

Rheia Manage Builder Dashboard

Rheia Manage Builder Dashboard

Rheia Manage Lot Design Verification

Rheia Manage Lot Design Verification

Rheia Verify Mobile Field App

Rheia Verify Mobile Field App

Architected the calculation engines, automated damper control algorithms, and field data pipelines powering Rheia Manage and Rheia Verify across 25,000+ homes.

DOMAIN-DRIVEN CALCULATION ENGINE: Architected the core calculation engine in Python and TypeScript that ingests Manual J heating and cooling load models to simulate duct pressure drops, airflow velocities, and acoustic constraints across over 25,000 production homes.

AUTOMATED DAMPER CONTROLS & BALANCING: Developed dynamic balancing control algorithms that translate duct pressure physics into live room-by-room damper adjustments, turning manual balancing into automated, verifiable system commissioning.

FIELD DATA PIPELINES & ANALYTICS: Built data processing pipelines (rheia-data) to analyze field installation records, pressure telemetries, and system performance metrics at scale for national homebuilders.