Welcome to my personal website!
I am a Data Scientist

About (关于我)

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Skills (技术能力)

What I can do


Analytics (分析能力)

I have analyzed data from FinTech, logistics and dating industry.

Programming (程序设计)

I am proficient in data engineering, modeling and visualization.

Persuasion (劝说能力)

I enjoy listening to people's stories and I am able to communicate clearly.


Frontend

  • Bootstrap
  • JavaScript (ES6, TypeScript):
    • D3.js
  • Angular.js (1.x)

Backend

  • SQL (MySQL, PostgreSQL)
  • Python & Django (2.x)
    • BeautifulSoup
    • Pandas
    • PySpark
    • Matplotlib & Seaborn
    • Scikit-learn
    • NLTK & TextBlob
  • Ruby & Ruby on Rails (5.x)
  • Express node.js (4.x)

Data Science/BI tools

  • Jupyter notebook
  • Microsoft excel
  • Hue
  • Qlik sense
  • Tableau
  • R
  • SAS
  • SPSS
  • Matlab

Professional Experiences (专业经验)

Silent EightNov 2017 - Present

Data Scientist

Series A; RegTech company that uses big data analytics and cutting edge technology to revolutionise the way companies protect themselves from criminals, terrorists and money launderers.

Skills: Big Data, Data analytics, Data visualization, Machine learning, Natural language processing

Silenteight

Shift PaymentsAug 2016 - Jul 2017

Software Engineer Intern (Data)

Y-Combinator S14; FinTech startup that makes it easy for users to spend digital currencies such as Bitcoin

Skills: Fullstack software engineering, Data analytics, Data modeling, Data visualization

Shiftpayments

Ninja VanMay 2016 - Jul 2016

Software Engineer Intern (Data)

Series C; APEC fastest growing last-mile delivery startup in the logistic space

Skills: Frontend software engineering, Data analytics, Data visualization

Ninjavan

Startupbootcamp FinTech Dec 2015 - Jan 2016

Intern

World's largest accelerator for FinTech startups

Skills: Market research, Cold marketing

Startupbootcamp

Lunch Actually GroupMay 2015 - Aug 2015; Aug 2015 - Jul 2016

Data Analytics Intern; Data Analyst (freelance)

Series A; Asia’s Premier Lunch Dating Company

Skills: Data cleansing, Data analytics, Data modeling, Data visualization

Lunchactually

Fuji Xerox Singapore Dec 2014 - Jan 2015

Data Analytics Intern

World leading provider of document and knowledge management solutions

Skills: Data cleansing, Data analytics

Fujixerox

Portfolio (作品)