ºÝºÝߣ

ºÝºÝߣShare a Scribd company logo

Yuanyuan Fu -CV

•
•
Yuanyuan Fu
Yuanyuan Fu

Yuanyuan Fu has a BS in Statistics from UCLA with a 3.98 GPA. She has research experience applying statistical methods like k-means clustering, semi-supervised learning, topic modeling, and social network analysis. She has work experience interning at Gallup Strategic Consulting and leading teams in data competitions analyzing large datasets.

1 of 1
Download to read offline
Yuanyuan Fu Curriculum vitae b 10983 Wellworth Ave Los Angeles, CA 90024 T 310-740-6888 B rachel.fyy@gmail.com EDUCATION 2011 – 2014 BS in Statistics UNIVERSITY OF CALIFORNIA, LOS ANGELES Major GPA: 3.98/4.00 Overall GAP: 3.96/4.00 2015 SPRING Hispanic Studies UNIVERSIDAD CARLOS III DE MADRID On Dean’s Honor List every quarter and re-ceived 12 A+’s in total Member of American Statistical Association (ASA) Served as Social Director of Golden Key Inter-national Honor Society 2013-2014 RESEARCH PROJECTS 04/2013 – 06/2013 Supervised by Professor Almohalwas, UCLA Beta-Gumbel Distribution Used Monte Carlo Algorithm to simulate Beta-Gumbel samples and studied the properties of its parame-ters. 11/2013 – 12/2013 Java Project Recreation of Pac Man Game Led a group of 4 reproducing the classic game Pac- Man with additional fun features within two weeks. 05/2014 DataFest Competition Consulting for GridPoint Company Led a team of 5 participating in DataFest, a team competition among several universities in South-ern California. Analyzed a large dataset from Grid- Point Company which includes the weather condi-tions and the energy consumed each hour for 110 buildings nationwide for the past three years. Per-formed k-means analysis to cluster 110 buildings on weather conditions and predicted the average HVAC energy spent in one month. 03/2014 – 06/2014 Supervised by phD Travis Mayer, UCLA Improving the Classification of ADHD Applied semi-supervised learning on statistical mea-surements of the histogram for MRI noise inten-sity and differentiated artifact MRI images from the clean ones, leading to a 6% increase in the testing accuracy for ADHD classification by soft-SVM. 06/2014 – 08/2014 UCLA Summer 2014 Applied Math REU Data Mining the Enron Dataset Conducted topic modeling and social network anal-ysis to the Enron email dataset. Used probabilistic latent semantic analysis to find latent topics and detect the trend of changing topics. Performed PageRank to detect the social structure of Enron Company. Fitted a pairwise self-exciting point pro-cess model to the whole dataset to detect local communities. Applied time series analysis with PCA to detect anomalies (events). WORK EXPERIENCE 07/2013 – 09/2013 Gallup Strategic Consulting Intern Received training on designing survey question-naires and controlled the quality of survey data. PUBLICATION 2014 The Relationship of Serum 25- Hydroxyvitamin D with Glucose Homeostasis in Obese Children and Adolescents (Submitted) Performing data analysis for the first au-thor, Doctor You-jun Jiang. LANGUAGE BACKGROUND PROFESSIONAL LEVEL Chinese, English GOOD LEVEL Spanish SOFTWARE SKILLS GOOD LEVEL Microsoft Office, R, Matlab, C++, Java, SPSS, LATEX BASIC LEVEL SAS, Stata

More Related Content

Yuanyuan Fu -CV

  • 1. Yuanyuan Fu Curriculum vitae b 10983 Wellworth Ave Los Angeles, CA 90024 T 310-740-6888 B rachel.fyy@gmail.com EDUCATION 2011 – 2014 BS in Statistics UNIVERSITY OF CALIFORNIA, LOS ANGELES Major GPA: 3.98/4.00 Overall GAP: 3.96/4.00 2015 SPRING Hispanic Studies UNIVERSIDAD CARLOS III DE MADRID On Dean’s Honor List every quarter and re-ceived 12 A+’s in total Member of American Statistical Association (ASA) Served as Social Director of Golden Key Inter-national Honor Society 2013-2014 RESEARCH PROJECTS 04/2013 – 06/2013 Supervised by Professor Almohalwas, UCLA Beta-Gumbel Distribution Used Monte Carlo Algorithm to simulate Beta-Gumbel samples and studied the properties of its parame-ters. 11/2013 – 12/2013 Java Project Recreation of Pac Man Game Led a group of 4 reproducing the classic game Pac- Man with additional fun features within two weeks. 05/2014 DataFest Competition Consulting for GridPoint Company Led a team of 5 participating in DataFest, a team competition among several universities in South-ern California. Analyzed a large dataset from Grid- Point Company which includes the weather condi-tions and the energy consumed each hour for 110 buildings nationwide for the past three years. Per-formed k-means analysis to cluster 110 buildings on weather conditions and predicted the average HVAC energy spent in one month. 03/2014 – 06/2014 Supervised by phD Travis Mayer, UCLA Improving the Classification of ADHD Applied semi-supervised learning on statistical mea-surements of the histogram for MRI noise inten-sity and differentiated artifact MRI images from the clean ones, leading to a 6% increase in the testing accuracy for ADHD classification by soft-SVM. 06/2014 – 08/2014 UCLA Summer 2014 Applied Math REU Data Mining the Enron Dataset Conducted topic modeling and social network anal-ysis to the Enron email dataset. Used probabilistic latent semantic analysis to find latent topics and detect the trend of changing topics. Performed PageRank to detect the social structure of Enron Company. Fitted a pairwise self-exciting point pro-cess model to the whole dataset to detect local communities. Applied time series analysis with PCA to detect anomalies (events). WORK EXPERIENCE 07/2013 – 09/2013 Gallup Strategic Consulting Intern Received training on designing survey question-naires and controlled the quality of survey data. PUBLICATION 2014 The Relationship of Serum 25- Hydroxyvitamin D with Glucose Homeostasis in Obese Children and Adolescents (Submitted) Performing data analysis for the first au-thor, Doctor You-jun Jiang. LANGUAGE BACKGROUND PROFESSIONAL LEVEL Chinese, English GOOD LEVEL Spanish SOFTWARE SKILLS GOOD LEVEL Microsoft Office, R, Matlab, C++, Java, SPSS, LATEX BASIC LEVEL SAS, Stata