Patent (Pending)
Mercury Alert, Inc.
Systems and Methods for Detecting a Position of a Subject
Patent-pending technology for detecting subject positions using computer vision and neural networks. Core technology behind Mercury Alert's fall detection system for elderly care.
Deep Learning for Visual Recognition
Graduate Course at UVA
Human Action Recognition with Synthetic Data
Generated synthetic human action data using Unity's reinforcement learning framework. Named one of the best projects in the graduate-level Deep Learning for Visual Recognition class.
Natural Language Processing
NLP Course at UVA
VAE with Sliced Wasserstein Distance
Used Variational Autoencoder to generate sentences with Sliced Wasserstein Distance for natural language processing.
Research Assistant
Vicente Ordóñez Román
Feedback Prop for Multitask Networks
Applied "Feedback Prop" training algorithm to multitask networks as a Computer Vision Research assistant.
Independent Study
Madhur Behl
Smart Waste Sorting with Object Detection
Trained object detector to detect waste objects and light an LED over the bin it should be thrown in.