How You Learn

A mobile app that classifies lung CT scans as cancerous, non-cancerous, or normal and highlights the exact regions that drove its decision, making early detection faster and more trustworthy where specialists are scarce.

A dynamic, data-driven framework that uses analytics and game theory to adjust user incentives in real time for platforms like Uber and Airbnb, boosting participation, fairness, and efficiency while controlling cost.

A full launch strategy for Healers’ curved-cutting sternotomy device, designed to speed patient recovery and reach surgeons, hospitals, and patients with a precision-targeted campaign.

A commercialization and market-entry plan for a radioimmunoconjugate therapy targeting osteosarcoma, developed with industry partner Frezent Biological Solutions to bring a safer treatment to young patients.

A secure, centralized platform that connects students and alumni across New York-area universities, built on strong cybersecurity practices to protect personal data while integrating GEOINT and OSINT intelligence.

A vision-transformer tool that automatically detects diabetic and hypertensive retinopathy from eye images, bringing fast, low-cost screening to regions with limited medical resources.

An AI-driven analysis combining sentiment, visual branding, and SEO to evaluate a Hilton property’s online reputation, surfacing concrete opportunities to improve guest experience and digital engagement.

A privacy-preserving human-activity recognition system that uses large language models to synthesize motion data, powering fall detection, fitness coaching, and VR/AR tracking that adapts to any environment.