Projects

AI hashtag optimization engine that reads platform algorithms and post intent to surface high-signal tags.

This site. Built from scratch, no templates. Static, typed, and validated at build time.

Interactive eutrophication model that drives a virtual lake toward a toxic cyanobacterial bloom in real time.

macOS push-to-talk assistant that answers questions about your Calendar, Tasks, and Gmail out loud. Transcription runs on-device.

Physical binary arithmetic circuit built from scratch. Real-time addition and subtraction on 4-bit inputs via a single mode toggle.

Wearable recorder with on-device AI summarization and structured note output. No cloud dependency.

Satellite-proxy model inferring nutrient-driven ecological change in marine environments from remote sensing and time-series data.

Lotka-Volterra population dynamics in Mathematica, with adjustable parameters, phase plane plots, and equilibrium analysis.

Civic engagement app connecting constituents to representatives and simplifying local legislation tracking.

Student productivity tool with algorithm-driven task prioritization and real-time assignment tracking.

ML model trained on 2,400 labeled lung images, detecting pneumonia at 85% accuracy with augmentation for robustness.

Reading how neural networks represent concepts internally, through feature discovery, probing, and activation patching.