TZU-YANG HUANG

315-***-**** adkdcl@r.postjobfree.com https://www.linkedin.com/in/tzu-yang-huang

EDUCATION

Syracuse University, School of Information Studies Syracuse, NY M.S. in Applied Data Science Aug 2020 - May 2022

Courses: Big Data Analytics, Data Administration Concepts and Database Management, Data Analysis & Decision Making, Business Analytics, Financial Analytics

National ChengChi University (NCCU) Taipei, Taiwan B.S. in Mathematical Sciences Sept 2015 - June 2019 Courses: Statistics, Linear Algebra, Computer Programming, Stochastic Models, Data Structure PROFESSIONAL EXPERIENCE

Faculty Engagement Scholar Aug 2020 - Present

Science of Science + Computational Discovery Lab, Syracuse University Syracuse, NY

• Established a figure extractor to extract scientific images from PDFs with 100% accuracy; merging images and structure from pdfimages, pdfigures, grobid. (python, subprocess)

• Created containerized version of figure extractor in Docker. (Docker, python) Research Assistant July 2019 - June 2020

National ChengChi University Taipei, Taiwan

• Designed Discrete Event Simulation (DES) to simulate courses of diabetes for evaluation of healthcare policy in Taiwan; estimated cost, utility, and QALY of different policies and treatments.

• Combined Weibull-Cox Proportional model, inverse function, and competing risk in DES model, highly matched with observed data by t-test. (Python)

• Developed Markov Model for cohort simulation to assist in preventing diabetic complications, considering 8 diseases.

• Structured time-dependent transition probability with parametric Weibull model and regression model to calculate risk of com- plications, endorsed by experienced doctors in Kaohsiung Medical University Hospital to aid in health education. (Python, Excel)

• Examined best-fitting copula model for diabetics with Myocardial Infarction (MI), finalized with Gumbel copula by K-S type dis- tance to describe probability density functions of disease process. (R programming) CONFERENCE & PRESENTATION

• International Society for Pharmacoeconomics and Outcomes Research 2020 PDB 57, Online/ May 2020 Poster Presentation: "Validation of UKPDS Outcomes and Taiwan Diabetes Models on Taiwan Type 2 DM Populations", Lin MY, Huang TY, Liu JS, Hsu CC, Kang Y, Hwang SJ, Luh H

• Mount Hood 2019 Asia Challenge Seoul, Korea/ Nov 2019 Acted as developer of Taiwan Diabetes Mellitus Holistic Care Model; simulated different scenarios in challenge session. Shared our model concept and discussed results with all participants.

• Informs Annual Meeting Seattle, Washington/ Oct 2019 Main researcher and oral presentation participant of "Diabetes Risk Modeling by Copula Approaches" as part of Healthcare, Modeling, and Optimization session

PROJECT

Database Design Project Fall 2020

• Created a database from conceptual data model to internal data model; built up a reservation & operation system for restaurant.

(SQL, draw.io)

• Included External Data Model to satisfy the user stories; implemented user stories on Power Apps. (T-SQL, Power Apps) Student Researcher June 2018 - July 2019

Textile Mill Data Analysis, NCCU Taipei, Taiwan

• Cleaned and Investigated previous data from Hermin Textile; constructed a GUI to demonstrate product trends, product infor- mation, and rolling prediction to reorganize business strategies. (Python, Pandas, Numpy, Matplotlib, Seaborn, Tkinter)

• Increased 30% reach-out to potential buyers by building up a recommendation system applying matrix factorization. (Python)

• Collaborated in testing new project aiming to predict elasticity through cloths features to reduce cost on manufacturing; utilized multivariate statistical analysis on cloths features and categorized products by K-mean. (Pandas, Numpy, Matplotlib, Scikit-Learn) TECHNICAL SKILLS

Programming Languages: Python(Scikit-Learn, Tensorflow, Keras, Spark), R(ggplot2, Machine-Learning, Data Mining), SQL, T-SQL Database Platform: MSSQL on Azure Data Studio

Software: Docker, Kubernetes, Power Apps, Tableau, Microsoft Excel, Microsoft Word, Microsoft PowerPoint, Git, FlexSim

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