Welcome to Yuqing's Stars and Sea
Scientist with excellent communication skills, fast learner and critical thinker, dedicated, detail-oriented, analytical, and organized. I am passionate about using my expertise in statistical learning and programming to deliver game-changing knowledge from data.
I received B.S. in Applied Math from Peking University, after which I started graduate training at Boston University, working in Computational Biomedicine (CBM), while jointly advised by Evan and Giovanni. Now I am about to enter (hopefully) the final year of my PhD. I worked with Baidu Search Engine Marketing Group as a data analyst intern during college, and later in 2017, with Gene at Takeda Pharmaceuticals as a summer research scientist.
Expertise & Interests
- Development and validation of predictive models
- Linear modeling and feature selection with high-dimensional data
- Machine learning and deep learning, with applications in genomics, biomedical and/or healthcare data
- Heterogeneity in genomic data, data integration, batch effect adjustment methods
Education
- Boston University (2015/09 – present)
Ph.D. Candidate in Bioinformatics - Boston University (2015/09 – 2017/09)
M.S. in Bioinformatics - Peking University (2011/09 – 2015/07)
B.S. in Applied Mathematics
Minor in Psychology
Experience
- Computational Biomedicine, Boston University (2016/05 – present)
Research Assistant - Biostatistics & Computational Biology, Dana-Farber Cancer Institute (2016/05 – 2018/05)
Graduate Research Student - Boston University (2017/09 – 2017/12)
Teaching Assistant, BF527 Application in Bioinformatics (machine learning lecturer) - Takeda Data Science Institute, Takeda Pharmaceuticals (2017/06 – 2017/08)
Bioinformatics Scientist Intern - Search Engine Marketing, Baidu Inc. (2014/06 – 2014/09)
Data Analyst Intern
Skills
- Data Science:
Machine Learning, Deep Learning, Data Mining, Multivariate Statistical Analysis, High Dimensional Data Analysis, Hypothesis Testing, (Generalized) Linear Models, Bayesian Methods, Survival Analysis, Time Series Analysis - Programming:
R, Python, C, SQL, TensorFlow, MATLAB, Linux Shell Scripts, High-performance Computing (with Hadoop MapReduce), Data Structures and Algorithms, Git Version Control
Contact
zhangyuqing DOT pkusms AT gmail DOT com
Or message me on LinkedIn.