Projects
Selected work in data science, machine learning, and research infrastructure.
Projects
PCA-LASSO Feature Recovery
Tests when common ML pipelines fail to recover true signal in noisy, high-dimensional settings, with implications for real-world data like neuroimaging and clinical datasets.
ASD Sensory Manifold Detection
Demonstrates that autistic Sensory Profile data is best characterized as a single dimension of sensory severity, which interacts significantly with functional sensorimotor activation during biological motion perception.
Artificial Neural Net from Scratch (Numpy only)
Documents my journey on a fun class project from initial implementation to a revisitation three years down the line (with massive improvements!)
Coming soon
More projects being documented and uploaded.
More on GitHub →