Fleet Manager
Fleet Manager
As technical lead for Fleet Manager, I built a real-time monitoring and verification (M&V) platform that tracks energy efficiency and demand response programs at scale. The system processes millions of data points to provide revenue-grade measurement for utilities and their partners.
Core Achievements
Real-Time Analytics Platform
- Architected a high-performance system tracking thousands of energy assets (HVAC, lighting, heat pumps) in near real-time
- Built secure multi-tenant infrastructure enabling controlled data sharing between utilities and third parties
- Implemented revenue-grade measurement systems using open-source methodologies
- Created automated qualification and enrollment workflows for energy efficiency projects
Data Processing & Integration
- Designed scalable data pipelines handling continuous asset monitoring and performance tracking
- Developed portfolio aggregation systems to analyze impacts across diverse project fleets
- Built flexible reporting systems supporting hourly, daily, and monthly analytics
- Implemented secure APIs enabling third-party integrations while maintaining data privacy
Payment & Compliance Systems
- Created the Flex Ledger system for tracking and processing performance-based payments
- Implemented automated regulatory compliance reporting
- Built audit trails for revenue-grade impact calculations
- Developed systems for managing complex payment distributions to multiple stakeholders
Technologies
- Backend: Python, Django, DjangoREST
- Cloud: AWS S3, Lambda, Cloud Functions
- Data: BigQuery, PostgreSQL
- Security: Multi-tenant Architecture, Role-Based Access Control
- Analytics: PostHog, Datadog