Hello! I'm Holly

I am known to be a persistent person who loves sharing, and I hope to provide innovative data-driven solutions that can satisfy customers. Through the chance to connect people, I hope my analysis helps a large number of people in the world and impact their daily lives.

EXPERIENCE

Fangyu Holly's Portfolio Website

2019-2020

Data Scientist & Researcher

KPMG Advisory Services Co., Ltd

Manipulated billions of car exam data from DBeaver database with SQL; mined data using Python Pandas; created columns to present suspicious results of car exam time, exporting these into excel sheets in 2 hours; won back client's trust from previous data extraction mistakes made by a coworker

2018-2019

Research Assistant

Insurance Technology Lab, NTHU

Worked cross-functionally with 11 graduate students and 5 professors from College of EECS as well as local Insurance Company to jointly develop a P2P insurance platform with CNN imagine recognition method

2018-2018

Business Development Intern

E.sun Financial Holding Co., Ltd.

Led a team with 3 departments' interns to propose a marketing plan of online credit for students studying abroad

EDUCATION

2020-2021

Master's Degree

Business Analytics, Rady School of Management

University of California, San Diego​

• Relevant Courses: Collecting and Analyzing large data, Customer Analytics, Business Analytics in Marketing, Finance, and Operations, Big Data Technology & Business Applications, Business Analytics Capstone

2015-2020

Bachelor's Degree

Quantitative Finance

National Tsing Hua University, Hsinchu, Taiwan

• Certificate: Data Science Program, Financial Technology & Blockchain Program  

• Relevant Courses: Advanced Calculus, Statistics, Mathematical Statistics, Linear Algebra, Data Structures, Introduction to Programming, Introduction to Intelligent Computing, Introduction to Machine Learning

PROJECTS

Bank's Debt

Recovery Strategy Project

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Generating Google Ads

Keywords Project

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Predicting

Credit Card

Approval Project

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Freeway Traffic

Management

Project

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Travel Recommendation

Chatbot Project

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SKILLS

ARTICLES

Taking Off the Know-It-All Mask of Data Science

4 facts you should know before jumping into a conclusion about real-world big data.

...Read More

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Are More and More Technologies Always Better for a Company?

3 problems I encountered when adopting new technologies and some advice on how to prevent them

...Read More

How I Work in Information Technology Advisory without a related Bachelor’s/ Master’s

7 skills I found most important working as an information technology consultant ...Read More

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