bingrao / awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

Hi there 👋, I'm Bingbing Rao.

📖 𝙰𝚋𝚘𝚞𝚝 𝙼𝚎

I am a PhD candidate in computer science at the University of Central Florida working with Professor Dr. Liqiang Wang. During my Ph.D. study, I have polished and demonstrated my high-level research capability, strong analytical and problem-solving skills through several research topics:

• exploiting to characterize and model temporal trends in a large social-media network using big data techniques
• optimizing the performance and scalability of big data systems using program analysis and machine learning techniques
• detecting and repairing programming errors automatically leveraging deep learning techniques.

Before my Ph.D. the roles of a Linux kernel developer in MacroSAN and a director of the IT department in Elivebuy give me an opportunity to enhance my industrial and management work experience. Specifically, I not only have extensive experience using Python, Scala and R to design and develop multiple Apache Spark and learning-based applications, but also have strong computer skills including Linux system management, MySQL, AWS, and Jupyter notebook.

Please find me on LinkedIn for a more detailed description of my full work experience, education and certification.