01
HVAC Control Optimization
Developed control strategies for commercial HVAC systems, focusing on improving thermal performance in cooling, heating, and heat pump applications. These methods helped enhance system responsiveness and energy efficiency under varying load conditions.
02
DOE-Compliant Framework Development
Designed and implemented a Python-based framework to meet DOE Connected Equipment CVP load requirements. Integrated Bash scripting and Git version control in a VS Code environment to streamline development workflows and support rapid iteration of HVAC control algorithms.
03
Utility Analysis & Pricing Strategy
Performed detailed utility data analysis for over 15 companies to assess energy consumption patterns and inform pricing strategies for residential heat pumps. These insights supported data-driven decision-making for product positioning and market competitiveness.