Research & Writing
Explorations in architecture, intelligence, and design constraints.
When Robust Scaling Becomes a Representation Shift: An Empirical Study of Z-Score and MAD Normalization for TESS Transit Classification
Why mathematically superior preprocessing techniques can fatally degrade an astrophysics pipeline if they alter the statistical distribution learned by the neural network.
AstrophysicsMachine Learning
An XAI-Driven, Uncertainty-Aware Ternary Triage Engine for Exoplanet Detection
Overcoming BLS algorithmic failures and false positives on TESS data using a calibrated Ternary CNN powered by Explainable AI and Monte Carlo Dropout.
Explainable AIAstrophysics
Building My New Portfolio Architecture
A deep dive into how I built this portfolio using Astro, Tailwind CSS, and a premium design system.
AstroArchitecture