Projects
Here's a quick rundown of some projects from my career journey, covering both academia and industry.
Agentic AI System for Aero Data
Architected a production-grade Agentic AI system on Databricks, integrating RAG with a custom math engine and Python UDFs (User-Defined Functions) to automate complex numerical analysis and high-fidelity technical data retrieval via LLMs
Developed a Physical Model for a Fluid Dynamics Modeling Software
Developed a model that speeds up the way we simulate how different fuels burn, allowing for more efficient testing and design
Simulated and Optimized Small-scale Energy Systems Using ML and GA
Applied a MLP model to a CCHP system, enabling faster optimization and analysis.
Optimized Thermal Performance of BEV Front-End through Virtual Design
Through virtual simulations, optimized the front-end design of BEVs to achieve the ideal balance between essential cooling needs and aerodynamic efficiency.
Latest Blog Posts
Who Cares if AI Violates CFD Physics? The Design is What Matters.
My Takeaway of Cursor and GitHub Copilot
