Chu-Ching(Cassy) Ho 949-***-**** ac4e4v@r.postjobfree.com
EDUCATION
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
SKILLS
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
WORKING EXPERIENCE
Peer Tutor at Center for Teaching and Learning Development n Taught Calculus
National Chengchi University
Feb 2015 – June 2015
HONORS AND AWARDS
Student of Honor for Presidential Award, National Chengchi University Spring 2014 Fall 2014