D

data-driven

Data-driven pipeline for identifying latent neural-motor governing equations from multimodal EEG, EMG, and kinematic recordings. Hankel delay embedding → SVD → DMD → SINDy. Validated across 108 sessions (WAY-EEG-GAL dataset). Application to stroke rehabilitation.

FailureMap is an open-source AI venture intelligence platform that analyzes startups through a risk-first, evidence-based lens. Instead of focusing on hype or valuations, it identifies structural weaknesses, market vulnerabilities, and operational failure points using modular analysis engines. Built for transparency and extensibility, FailureMap helps developers, researchers, and analysts understand why companies fail before they scale. https://roxanneardary.com/failuremap/

Python software for identifying dynamical systems and hidden patterns from time series data

A small, simple, unstyled, data-driven UI