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fig. 1BTPHub
a marketplace connecting families with tutors and sitters across 80+ neighborhoods
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fig. 2UnityBeat
2025haptic wristbands that relay a conductor's cues to visually impaired and deaf musicians
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fig. 3Dream-State Mario
2026a playable Mario where every frame is generated by a 46M-parameter world model
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fig. 4Transformer from Scratch
2026a 93M-parameter English-to-French transformer, written and trained from scratch in PyTorch
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fig. 5Quantum-Resistant Encryption over Polynomial Rings
2025how Ring-LWE turns polynomial arithmetic into a quantum-resistant hardness assumption
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fig. 6Smoke Aware
2024real-time wildfire smoke from 200+ ground sensors and satellites, with a retrieval-augmented analyst
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fig. 7YOLO Object Detection Model
2026YOLOv1 rebuilt in PyTorch, from a first run that detected nothing to one that works
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fig. 8Satellite-Derived Wildfire Smoke Exposure
2025an XGBoost wildfire model that took F1 from 0.12 to 0.52, shown at ISES-ISEE and AGU
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fig. 9Healthcare Access in Metro Atlanta
2024weighted Voronoi diagrams to measure Atlanta's health system imbalance