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Howdy! I am a Master student from the Department of Computer Science and Engineering at Texas A&M University, working with Dr.Na Zou and Dr. Xia (Ben) Hu, expecting to graduate in Dec 2022. I’m a software engineer intern in Apple Inc., working on an Automation testing system for Apple Apps organization.
I received my Master degree in Industrial Engineering from Texas A&M University in 2020 and Bachelor degree in Logistics Engineering from Beijing University of Posts and Telecommunications.I was a Data Analyst Intern at Bristol-Myers Squibb (Devens, MA) from 07/2019-12/2019 , working with Christian Merrill.
I’m an engineer and researcher working at Data Lab of Texas A&M University, focusing on Anomaly Detection and Fairness AI. I am also a seasoned software developer working at Texas A&M Data Lab, contributed to several Python open-source projects with more than 1700 GitHub stars and more than50,000 downloads in total. [Resume]
Intern/Co-op Experience
Software Engineer, internship at Apple Inc. (Cupertino, CA) 05/2022-08/2022
Data Scientist, Co-Op at Bristol-Myers Squibb (Devens, MA) 07/2019-12/2019
[Recommendation Letter]
Open-Source Projects
TODS: An Automated Time-series Outlier Detection System
Presented in AAAI 2021
RLCard: A Toolkit for Reinforcement Learning in Card Games
Publications
2022
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey
Mingyang Wan, Daochen Zha, Ninghao Liu, Na Zou
TKDD 2022, ACM Transactions on Knowledge Discovery from Data
[PDF]
2021
TODS: An Automated Time Series Outlier Detection System
Kwei-Herng Lai*, Daochen Zha*, Guanchu Wang, Junjie Xu, Yue Zhao, Devesh Kumar, Yile Chen, Purav Zumkhawaka, Mingyang Wan, Diego Martinez, Xia Hu
AAAI 2021, AAAI Conference on Artificial Intelligence, demo track
[Paper] | [Code] | [Video]
2020
Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
Daochen Zha, Kwei-Herng Lai, Mingyang Wan, and Xia Hu
ICDM 2020, IEEE International Conference on Data Mining
[PDF] | [Slide] | [Code]
My cutie family
These are Oreo and ZhiZhi!
Oreo was born in the Aggieland Propertiesis shelter and is 1 year old now! He likes cuddles, tickles and dinner can!
Zhizhi likes hay donuts and playing by himself. He will say “zhi~” when he does not like you to touch him!
