Shuhao Gao

I'm an undergraduate student at UC Davis. My major is Computer Science, Applied Mathematics, and Economics, and I minor in Music.

At UC Davis, I am an undergraduate research assistant supervised by Professor Mohammad Sadoghi and Professor Joshua McCoy.

Email  /  CV  /  LinkedIn  /  GitHub

Research

I'm interested in machine learning and blockchain. My research is to improve the accuracy of Google MT3 audio transcription using TCN and Vision Transformer and build a Charity Blockchain System using ReactJs, NodeJs, and ResVault, making the donation process more transparent and secure for users.

Publications

"Sentiment to Stocks: Rule-Based and Deep Learning Sentiment Analysis for LSTM-Driven Stock Prediction." Presented at the 2nd International Conference on Management Research and Economic Development (ICMRED 2024), May 30, London, UK. Accepted for publication in Advances in Economics, Management, and Political Sciences (ISSN 2754-1169). Pending indexing in CPCI, Crossref, Portico, CNKI, Google Scholar, etc.

Projects

Here is my project information. You can see the details by clicking the project page.

A secure authentication system utilizing encryption to safeguard user credentials and account information, integrated with MetaMask for facilitating donations in Ethereum (ETH), ensuring the confidentiality and integrity of user data through secure transactions.

Utilized TCN and Vision Transformer to improve the Google MT3 performance, enhancing transcription accuracy and robustness through advanced machine learning architectures.

Survival is a 2D action-adventure game set in a world on the brink of destruction and ravaged by pollution. You play as a brave hero with magic as you navigate the obstacles to save your brother from the monsters created by the evil scientists in the lab and uncover the conspiracy behind it.