The List of Projects
A comprehensive list of my public projects.
Autoencoder-Based Anomaly Detection
I developed an anomaly detection tool utilizing Autoencoders (AE) to help engineering teams automatically flag abnormal datasets within their simulation/test decks. Leveraging deep learning in this fashion allowed us to catch setup errors early.
Agentic AI System for Aero Wind Tunnel Data
Architected a production-grade Agentic AI system on Databricks, integrating RAG with a custom math engine and Python UDFs 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.
Developed a Simulation Model to Predict System Failures
Developed a virtual model of a power subsystem to simulate behavior and predict failure modes for reliability analysis