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Data Quality

Irvine, California, United States
February 10, 2018

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Chu-Ching(Cassy) Ho 949-***-****


University of California, Irvine

Master of Science in Statistics

National Chengchi University (GPA: 3.74)

Bachelor of Science in Accounting

Irvine, USA

Expected 2019

Taipei, Taiwan

Sep 2013 – Sep 2017


Languages: Proficient: Python and R Intermediate: SAS, Matlab, C, HTML and SPSS Tools & Framework: Dev-C++,Audit Command Language, Photoshop SELECTED PROJECTS

Sleep Quality Prediction from Wearable Data Using Deep Learning, team of 4 students n Used Python to implement reinforcement learning and AI algorithm to Predict Subjective Sleep Quality from Actigraphic Data

n Result: 80% accuracy for predicting sleep quality Chatterbot, team of 2 students

n Implemented a chatterbot that can help people conduct a variety of statistical analysis n Result: Helped more than 30 students perform statistical analysis in their projects Big Matrix Challenge,individual project

n Implemented optimization methods without using any packages to deal with big matrix problem n Result: Successfully reduced the time complexity of the problem Data Analytics, individual project

n Implemented a crawler with Python to search information in machine learning research and build a framework of knowledge regarding this field

n Result: Help researchers search the thesis and organize research resources more efficiently SPECIALIZED COURSEWORK

n Bayesian Data Analysis

Analyzed data using Bayesian method

n Statistical Method (Generalized Linear Model)

Analyzed scientific data with model building techniques n Computational Statistics

Used statistical methods to reduce the time complexity n Advanced Probability and Statistical Theory

Implemented probabilistic model to solve real-life problems n Machine Learning

Implemented - CNN for image recognition

- RNN and LSTM for time series data

- Support Vector Machine

Winter 2018

Fall 2017-Winter 2018

Fall 2017

Fall 2016 - Fall 2017

Fall 2016 - Spring 2017


Peer Tutor at Center for Teaching and Learning Development n Taught Calculus

National Chengchi University

Feb 2015 – June 2015


Student of Honor for Presidential Award, National Chengchi University Spring 2014 Fall 2014

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