Highlights:

Skills:Data Cleaning, Data Analysis, Data Visualization, Machine Learning, Python, SQL, R, Tableau, Data Processing, Risk Management, GitHub, Microsoft Excel, Flask, Visual Studio, Microsoft Access, MongoDB, Bloomberg, Databases, Data Mining, Data Collection, Data Analytics, Data Science, Data Structures, NoSQL, Deep Learning, Natural Language Processing, Credit Analysis, Financial Analysis, Corporate Finance, Accounting

Certification:• Bloomberg Market Concepts (BMC) Certificate - May 2021 - Credential ID: 156671410288 • Regular Expressions in Python (DataCamp) - Mar. 2020 - Credential ID: f5be58f442a93a4af533f4c69803c89c6d597e20 • Intermediate Python (DataCamp) - Jan. 2020 - Credential ID: 164139b3c91f8c01a7581dd3cb469eaacefedbe4 • Introduction to Importing Data in Python - Jan. 2020 - Credential ID: ba4342a2210a53433778fcf96e2dbb2630d297a8 • Introduction to Python for Finance - Jan. 2020 - Credential ID: 5160eadd9fc2065d10692ba483088628a4dbaa7b

Data Analyst Intern 06/2020 - 08/2020
Compal Electronics, Inc., Taipei, Taiwan
Utilized natural language processing, machine learning, and visualization skills to analyze and extract insights from chatbot and app data
• Applied CkipTagger for word segmentation and TF-IDF for keyword extraction on iCare chatbot logs • Used K-means clustering for user classification as well as detection of use pattern change on iDiabCare app • Generated analysis report of chatbot logs using Flask-based RESTful API (report automation) and Postman (API testing), resulting in 95% reduction in workload--
Credit Risk Analyst 07/2016 - 07/2019
First Commercial Bank (FCB), Taipei, Taiwan
Developed a comprehensive skill set of banking operation among bank teller, wealth management, foreign exchange, credit analyst, and loan servicing during the job rotation in the first 2 years. Focused on analyzing credit risk assets and deriving data-driven insights for the decision of bank reserves in the third year.
• Delivered data-driven insights for business improvement to directors through seasonal presentations and written reports • Achieved 30% workload reduction by automating credit risk asset analysis using Microsoft Access--
Credit Analyst Intern 03/2016 - 06/2016
Bank Sinopac Ltd., Taipei, Taiwan
Assisted relationship managers with credit investigation.
• Collected and organized clients’ data, and performed financial statement analysis to determine clients’ credit quality--

National Tsing Hua University 09/2009 - 06/2013
Hsinchu City, , Taiwan
Degree: Bachelor's Degree
Major:Quantitative Finance
• GPA: 3.77/4.0 • Coursework: Data Structures, Financial Modeling using C++, Financial Statement Analysis, Linear Algebra, Mathematical Statistics, Statistics • Leadership Experience: Public Relations Manager of Hsinchu Area Student Association - Led a team of 15 to initiate school-wide food festival event and persuade over 10 local firms to sponsor, resulting in $350 USD funds raised for the event - Ran orientation camp consisting of 70 participants by cooperating with a team of 40 in arranging camp schedule and designing activities

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