Smart glasses platform with real-time facial recognition and AI-powered memory assistance — built for memory-impaired users. Demoed to an 8-figure digital therapeutics CEO and Penn faculty at M&TSI 2025. 400K+ interactions across demos and deployments.
AI-powered hashtag optimization engine that analyzes platform algorithms and post intent to surface high-signal tags — an SEO layer for organic content growth. Pitched to VCs as a standalone growth tool for creators.
Personal site built from scratch — no templates. Documents projects, research, and writing with a focus on clarity and load speed. 30K+ interactions across visitors.
Wearable recorder with on-device AI summarization and structured note output — no cloud dependency. Backed by the NCSSM Colopy Entrepreneurship Fund and awarded 2nd most innovative product at the NCSSM entrepreneurship fair.
Civic engagement app connecting constituents to representatives and simplifying local legislation tracking. Built and shipped end-to-end — won the Congressional App Challenge 2025 and presented to Congressman Timmons.
Autonomous underwater vehicle for real-time aquatic environmental monitoring, paired with a live global modeling dashboard. Competed at SMath Hacks 2026 tracking water quality and ecological indicators.
Designed and built a physical binary arithmetic circuit from scratch. Performs real-time addition and subtraction on 4-bit binary inputs via a single mode toggle, with carry-out and sum outputs wired to indicator LEDs.
Built a student productivity tool with algorithm-driven task prioritization and real-time assignment tracking. Designed to reduce cognitive load and help students manage deadlines more effectively.
Trained a machine learning model on 2,400 labeled lung images to detect pneumonia with 85% accuracy. Applied data augmentation to improve model robustness, then presented findings and real-world clinical applications to a technical audience.
Simulated predator and prey population dynamics using the Lotka-Volterra differential equations in Mathematica. Built adjustable parameter controls, time-series plots, phase plane visualizations, and equilibrium analysis to model cyclical ecological behavior.
Interactive eutrophication model that drives a virtual lake toward a toxic cyanobacterial bloom in real time. Tune fertilizer runoff, temperature, sunlight, and water flow — then watch dissolved oxygen crash, microcystin toxicity spike, and fish die off across the lake. A live canvas visualization turns the nutrient-pollution feedback loop into something you can see and steer.
macOS push-to-talk voice assistant that answers questions about your Google Calendar, Tasks, and Gmail out loud. Hold a hotkey, speak your question — speech is transcribed on-device via Whisper, then Claude reasons over your live data and speaks the answer back. Nothing leaves your machine except the transcribed query.
Embedded sensor system that detects pedestrians in active crosswalks and alerts approaching motorists in real time. Currently in compliance testing with 20+ Department of Transportation officials working toward municipal deployment.