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Study Center, National Chengchi University SepMay 2020 SPSS/STATA/R/Excel Managed 6 supervisors and 40 interviewers to collect survey data, resulting in revenue ofNTD. Processed/analyzed data with R/SPSS/Excel, which increased efficiency by 20%. Education National Chengchi University(NCCU) Master of Laws - LLM, Political ScienceThesis topic: “Cohort analysis of Taiwanese identity: the model of hierarchical age–period–cohort analysis Relevant coursework: Statistical Methods in the Social Sciences, Multilevel Modeling, The Methodology of Political Science University of Taipei Bachelor of Arts - BA, History & GeographySide Projects Netflix Analyst by using R

reviews to students in English, design 10 English listening assignments, organize oral presentations of 185 students. 87% of students gave positive feedback in the Evaluation Survey. Research Assistant Academia Sinica/ National Taiwan University /National Chiao Tung University Oct– DecTaipei, Hsinchu, Taiwan • Do literature review related to social network analysis, COVID and media use, etc. Produce 8-10 reports for the project. Edit and proofread APA and MLA format for the MOST project and international publication. • Process over 10,000 data of research and questionnaires related to COVID with Excel Macro, COUNTIF, TextToColumns, etc

Sheng-An Huang [email protected] https://github.com/andrewhuang1012 I am good at presentation and full of patience. My research interest includes data science and deep neural network compression. When pursuing master’s degree, I have been a teaching assistant for calculus and a research assistant who focused on deep neural network compression and social network analysis. Research Deep Neural Networks Compression Implemented compression algorithms with the Pytorch framework. Applied linearization to reduce the parameters in convolution layers and fully-connected layers. Reduced at least 50% storage usage

of the national green data center . UNSW Australia , Summer Internship, JulSeptParticipated in the academic exchange program (subsidized by FJCU and Ministry of education of Taiwan) of DM-Lab and Smart Services CRC, focus on the SNS data mining and project development. Project development: Spreading Pattern and Effectiveness on Social Media Sites Conducted the data collecting and analysis of the research (word of mouth recommendation related). Implemented the software adaptation. (MATLAB, altered k-means clustering) Fu Jen Catholic University, Research Assistant, OctJunSupervised laboratory routines and co-organized training courses for junior members of the lab. Formulated

Zhejiang Chinese Overseas Friendship Association • Representedundergraduate students and delivered 2 speeches to every one of the summer camp • Provided one-on-one consultations to an undergraduate student from Beijing till now through WeChat • Led teams to communicate with officials and got 9 pieces of feedback Achievements Scientific Research Achievements about Social Network Analysis FebJun 2019 Adviser: Professor Huei-Ru Dong • Researched on Social Network Analysis which is the process of investigating social structures through the use of networks and graph theory to understand a community by mapping the key individuals and group • Went to the graduate institute to study advanced

吳漢陽 (Hang-Yang Wu) Hi, I am Young. Majored in computer science, from National Taiwan University of Science and Technology. My research fields is machine learning and social network analysis, using machine learning to detect important relationships in the social network, and sparsify the graph to reduce the data capacity. Email: [email protected] Tel:Program Language Python C++ Framework/Tools Tensorflow Pandas Numpy Matplotlib Data Processing Web Crawler Courses Machine Learning Practices of Deep Learning Cloud Computing and Services Practice of Social Media Analytics Neural Networks Information Retrieval Algorithm

不是您看過最優秀的，但我絕對是最有熱忱與責任心，熱忱與責任心是成功並精進自己的關鍵 Skills Programming Swift, R, PHP, Python, Java, JavaScript, Blockchain Database / Analysis SQL, Pandas, Tableau, Numpy, Social Network Analysis OS and IDEs Mac OS, Linux, Window, Jupyter Notebook, Visual Studio, Sublime, Spyder AI Machine Learning ( Decision Tree, Random Forest, SVM, etc. ） Deep Learning （CNN, RNN, etc. ） Keras, Scikit-learn Education 雲林科技大學 資訊管