yinluchen

senior data analyst

objective

Full-time position in data mining, machine learning, and predictive analytics education

2007–2009 M.Sc. Bioinformatics and Biostatistics University of Louisville, Lousiville, KY, USA Outstanding Graduate Student honor

Thesis: “Bayesian Inference for the Lead Time in Breast Cancer Screening” 2005–2006 GTA Biology Department University of Notre Dame, South Bend, IN, USA 2003–2005 GTA Biology Department Andrews University, Berrien Springs, MI, USA 1998–2002 B.Sc. Biology Zhejiang University, Hangzhou, Zhejiang, China professional position

2009–2012 James Graham Brown Cancer Center, University of Louisville Louisville, KY, USA Senior Research Analyst

High-throughput biological data analysis:

• Preprocessing and analysis of microarray gene expression data

• Discovery of interesting biological relationships through exploratory anal- ysis, statistical testing, clustering, PCA, gene ontology and enrichment analysis, and gene pathway analysis

• Collaboration with experimental biologists on microarray experiments de- sign and analysis. Implementation of highly testable and maintainable software for computational biology

projects

2008–2010 School of Public Health, University of Louisville Louisville, KY, USA Bayesian inference for the lead time in breast cancer screening:

• Study on the foundations of Bayesian nonparametrics in time-series set- tings

• Design Markov Chain Monte Carlo and Gibbs sampling algorithm for in- ference and parameter learning

• Research on the lead time in breast cancer screening 2008–2009 Public Health Projects, University of Louisville Louisville, KY, USA Study of challenging problems in public health through statistical hypothesis testing, category data analysis. Answering questions such as:

• Is there an increase in bleeding complication when perioperative antico- agulation and antiplatelet therapy is applied in renal transplant

• Does breastmilk protect infants against hospitalized pneumonia contact

SF Bay, CA, USA

574-***-****

acrei8@r.postjobfree.com

skill

machine learning

data analysis

R, SAS, SPSS

Python

SQL

core statistics courses

Statistical Method I and II, Probability, Methametical Statistics, Survival Analysis, Categorical Data Analysis, Clinical Trial, Machine Learning

honors and awards

• 2009, Outstanding Graduate Student, University of Louisville

• 2009, Office of International Affairs, $500, International Scholarship, University of Louisville

• 2009, ENAR Diversity Workshop Travel Award, $500

• 2008, Scholarship award of $5,000, Dept. of Biostatistics, University of Louisville

• 2008, Office of International Affairs, $500, International Scholarship, University of Louisville

• 2005-2006, Teaching assistant scholarship, University of Notre Dame

• 2003-2005, Teaching assistant scholarship, Andrews University

• 2005, Silver Jubilee Graduate Biology Endowed Scholarship, Andrews University

• 2004, Carolyn Ravor Scholarship, Andrews University publications

article in peer-reviewed journal

Time-dependent Gene Profiling Indicates the Presence of Different Phases for Ischemia/Reperfusion Injury in Retina

Kalina Andreeva, Meixia Zhang, Wei Fan, Xiaohong Li, Yinlu Chen, Jovan D. Rebolledo-Mendez, Nigel G. Cooper

Ophthalmology and Eye Diseases 6 (Aug. 2014) pp. 43–54. 2014 Microvascular mural cell functionality of human embryonic stem cell derived mesenchymal cells Nolan L Boyd, Sara S Nunes, Jenny D Jokinen, Laxminarayanan N Krishnan, Yinlu Chen, Kristyn H Smith, Steven L Stice, James B Hoying

Tissue engineering 17.11-12 (June 2011) pp. 1537–1548. 2011 Perioperative Anticoagulation and Antiplatelet Therapy in Renal Transplant: Is There an Increase in Bleeding Complication?

Mary Eng, Guy Brock, Xiaohong Li, Yinlu Chen, Kadiyala V. Ravindra, Joseph F. Buell, Michael R. Marvin

Clinical Transplantation 25.2 (Apr. 2011) pp. 292–296. 2011 Estimating Key Parameters in Periodic Breast Cancer Screening Using the Canadian National Breast Screening Study Data

Yinlu Chen, Guy Brock, Dongfeng Wu

Cancer Epidemiology 34.4 (Aug. 2010) pp. 429–433. 2010

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