Director, Solar Fleet Management
Houston, Texas Area
VISION: Embrace data science as a means for optimizing and managing the performance of 20,000+ residential solar systems.TEAM: An extraordinary group of individuals determined to become the most innovative and effective fleet management team in the industry.SYSTEM: A “big data” analytics and storage platform optimized to gather, clean, manipulate, visualize and analyze data for strategic and operational action. Infrastructure Layer:• Amazon Web Services SQL Server for data warehousing• R for production-quality analytics software• Integrates multiple cloud-based applications including Salesforce, SAP, SolarOS (Locus), Google Maps, SolarEdge, Enlighten (Enphase), Box.com, Twitter, and weather data Application Layer:• Machine learning algorithms to: o Recognize suboptimal inverter patterns o Recognize potential high-value sales leads• Predictive Analytics to optimize construction scheduling• Visualization in Domo, HTML (knitR R package), Excel (xlsx R package) and Google Drive• Reporting automation• Performance guarantee calculation and execution• Automatic creation of deep-dive site reviews triggered by case creation• Git/GitHub for version controlPROCESS:• Identify and empower process owners throughout the business to participate in continuous improvement• Every design decision weighed the ability to scale without adding additional resources• Heavy automation to replace manual tasks• Extensive process documentation• Exception reporting and monitoring to minimize the shortcomings of automationRESULTS:• Leaner Operations• Higher Quality• Faster Turnaround• Expanded Capabilities• Success!