Research
DynaDojo ML Benchmarking Platform
Expanding benchmarking capabilities for dynamical systems
Role
Research Intern - Data integration, visualization development, OOD detection
Expanded DynaDojo benchmarking library from 20 to 130+ systems by integrating Gilpin's database of chaotic dynamical systems with precomputed time series data. Developed 3D visualization capabilities to enable algorithm evaluation on real-world systems with unknown equations. Built Out-of-Distribution detection framework using PCA and Haar wavelet transforms, improving detection performance by 60%.
Tech Stack
PythonNumPyPCAHaar Wavelets3D Visualization