Yuxin (Rhea) Huang
Undergraduate Student at Vanderbilt University
Hi! 👋
My name is Yuxin Huang (黄雨馨), you can also call me Rhea. I recently completed my undergraduate studies in Computer Science and Economics at Vanderbilt University, a beautiful campus with 3:1 squirrel-to-student ratio 🐿️.
Interests
- Machine learning
- Computational decision-making
Research Projects
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Anomaly detection and ground truth labeling of an unlabeled dataset. Dataset used for this project is sourced from the heating, ventilation, and air conditioning (HVAC) system of the Engineering and Science Building at Vanderbilt University.
A customer loan risk prediction model based on bidirectional LSTM neural network that leverages call center data and customer portfolio to refine calling criteria and asset reclamation.
Implementation and evaluation of three unitary decomposition algorithms for translating a unitary matrix into a series of quantum gates that can be executed on a quantum computer
Analysis and Evaluation of three state-of-the-art style tansfer models – StayleBank, GatedGAN, StyleMixer.
An end-to-end pipeline for transforming Vanderbilt University Medical Center’s (VUMC) genomic data to the mCODE standards utilizing Microsoft Azure’s cloud services for healthcare. Building a web application to demonstrate the capaibilities of this genomic database.
A Unity-based puzzle game for Alzheimers patients.