About Me

Education

Graduate student in Computer Science & Information Engineering, National Taiwan University (09.2021 – present)

  • GPA: 4.11/4.30 (for 1 semester)
  • Relevant coursework: Machine Learning, Applied Deep Learning, Algorithm Design and Analysis
  • Research interest: Video Super-Resolution, Image Forensics

Bachelor in International Business, National Taiwan University (09.2015 – 06.2019)

  • GPA: 3.95/4.30 (for 7 semesters)
  • Relevant coursework: Computer Programming, Data Science Programming, Front-end Programming
  • One-semester exchange program (EMLYON Business School in Saint-Etienne, France from 09.2018 to 01.2019)

In-Class Projects

2D computer game developed in C++ based on SDL library (Computer Programming)

  • Utilized object-oriented programming to implement the 2D shooting game.
  • Video demo: youtu.be/NpuBpuayfdk

Classification model built with Python based on scikit-learn and XGBoost packages (Machine Learning)

  • Employed features transformed logistic regression, Gaussian SVM and XGBoost for multi-class classification, and ensembled models of different parameters for better performance.
  • Kaggle private set rank: 10/127

Bill splitting web application developed in JavaScript based on jQuery library (Front-end Programming)

Experiences

L’Oreal Taiwan // Management Trainee, Data & CRM Department (02.2020 – 05.2020)

  • Initiated automatic mechanisms to optimize customer journeys, saving more than 5 working hours per week of routine manual process.
  • Built new features of chatbot for La Roche-Posay to enhance personalized skin diagnostics.
  • Wrote SQL scripts to synthesize CRM data and produced visualized reports, reducing the costs of 1 million NTD which would originally be paid to outsourced agencies every year.

Cobinhood // Product Intern, Product Department (03.2019 – 05.2019)

  • Implemented Bitcoin trading strategies to generate predictive signals based on technical analysis with Python in Cobinhood, the first feeless cryptocurrency exchange platform in the world.
  • Applied grid search to optimize parameters and back-testing for evaluation.

NXP Semiconductors // Data Intern, Marketing Department (03.2018 – 08.2018)

  • Developed user friendly GUI and accomplished 6 Excel VBA projects to automate operations.
  • Executed web scraping with BeautifulSoup and Selenium packages in Python to retrieve data for the team.

Skills

Languages – C++, Python, JavaScript, SQL, LaTex

ToolsC++: STL, Python: PyTorch, scikit-learn, XGBoost

Services – Docker, Git

Languages

Native Chinese, advanced English, fundamental French

  • TOEFL iBT Test: 100 / 120 (Listening 27, Reading 24, Writing 27, Speaking 22)
  • TOEIC Test: 880 / 990 (Listening 445, Reading 435)

Projects

Projects of C++, Python and JavaScript were achieved.

2D Game Design

C++ Program

Space Guardian

An object-oriented programming (OOP) project with unique interface design using SDL library in C++.

JustSplit: The Go Dutch App

A handy solution for daily life with jQuery in JavaScript that record bills and simplify processes to go Dutch.

Appied Deep Learning

Reached 90% Accuracy on intent classification task with LSTM deep neural networks.

Extracurricular Activities

The cheriched memories, great moments and valuable experience.

21st NTU International Business Manager Camp - Coordinator (12.2016 - 07.2017)

  • Led 16 chief officers and 57 staffs of 6 divisions to hold a summer camp within six months of preparation, helping high school students experience basic courses and understand core concept of international business.
  • Managed the teams using SMART rules to set milestones and targets, and held meetings on regular basis to keep track of progress and communicate with teams.
  • 500 high school students applied for the camp within 2 days.

DELL Talent Cultivating Program - Participant (09.2017 - 01.2018)

  • Cooperated with a team of five, employing problem solving model to break down issues, find out pain points, provide solutions and make final present to managers.
  • Gained insights into the growth and competitive situation of Dell in Brazil markets from the viewpoint of international business strategy through cases studying.

ATCC Case Contest - Contestant (02.2018 - 04.2018)

  • Defined value propositions and designed 3 marketing campaigns for Wowprime.
  • Organized marketing proposals based on marketing theories and strategies, such as cognitive analysis, customer targeting and customer behavior research.
  • Closely collaborated and well communicated with the team to develop solutions to all given issues.

Student Association of Department - Staff of Academic Division (09.2016 - 06.2017)

  • Raised 6 academic events for school members in a year, such as exchange student sharing session, networking event and design thinking workshop.
  • Conducted monthly research on industries and companies, applied business analysis models and shared reports with members of the division to acquire different points of view on the cases.

Contact Me

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