• Summer 2024, Carbon Neutral Strategy, Toyota Research Institute

    Empowering Equity with Workplace Electric Vehicle Charging Infrastructure

    • Developed a modularized toolkit for evaluating EV charging accessibility disparities among demographic groups.
    • Quantified EV charging access across various communities to improve equitable access to charging facilities.

  • Summer 2023, Powertrain Simulation and Algorithm, Joby Aviation

    Large-scale non-linear programming for battery model parameter identification

    • Developed a high-fidelity parameter identification model for a reduced-order lithium battery model and solved large-scale optimal control problems efficiently with automatic differentiation methods.
    • Greatly improved model stability and computational efficiency. Enabled scalability to higher dimensional datasets.
  • Winter 2020, Data Analyst, Byte Dance
    • Incorporate data and market analysis using SQL to inform ad product strategies.
    • Collaborate with diverse technical teams through the software development lifecycle.
  • Summer 2019, Energy Analysis & Environmental Impacts, Lawrence Berkeley National Laboratory
    • Simulation and energy quality analysis of bipolar Direct Current building microgrids in Simulink.
    • This work results in a journal publication in Applied Energy.