Current Projects
Finding Life - A K-Means Approach
An unsupervised learning study using K-Means clustering to uncover latent structure in high-dimensional habitability and life-detection data. The project focuses on exploratory pattern discovery where labels are unavailable or uncertain, demonstrating how clustering can surface meaningful regimes without prior assumptions.
Testing the Twins - 2k500 Twin Data Set
An application of the standard 2k500 dataset to human-centered studies, using twin-like pairings to evaluate model divergence under near-identical inputs. The project examines how small variations propagate through models, providing insight into stability, sensitivity, and robustness of learned representations.
BaseNLPSP500
A baseline NLP framework examining whether textual sentiment contains predictive signal for S&P 500 movements. The project emphasizes transparent preprocessing, sentiment scoring, and defensible modeling as a foundation for more advanced market-facing NLP systems.
Tabor, N. (2026, January 28). Jerome Powell. Encyclopedia Britannica. https://www.britannica.com/money/Jerome-Powell