• Stay Hungry,

    Stay Foolish


    - Steve Job

    • 22nd in Shopee-IET Kaggle Competition.
    • Data Science Specialization by Johns Hopkins University. 
    • Top 5 finalist in Flow Traders Arbitrage Challenge. 
    • Financial Expedition Challenge (Second Runner Up). 
    • Certificate of Excellence in Executive Program in Algorithmic Trading by QuantInsti Quantitative Learning. 

  • Projects | Competitions | Online Courses

    Brown color: Current Projects

    Kaggle Google Analytics Customer Revenue Prediction

    • Deploying machine learning models to predict Revenue per customer for Google Store. 

    Image Classification / Object Detection

    • Kaggle Image Classification Competition: Classify 20,000+ images into 18 classes.
    • Object Detection: Building AI bot to calculate crowd density (calculate number of people in a picture). 

    Data Science Side Project

    • Crawled data from Property Guru website and predict the rental fee depending on the distance from MRT stations.

    Data Science Specialization Course

    • Achieved 10 courses Data Science Specialization using R on Coursera.

    Web crawler

    • Build a python web crawler using Beautifulsoup to crawl rankings of universities base on different subjects and save them into multiple excel files.
  • My Internship Experiences

    Companies I've worked with include:

    Dentsu Aegis Network

    Data Science Intern

    Dentsu Aegis Network Ltd. is a multinational media and digital marketing, wholly owned subsidiary of the Japanese advertising and public relations firm. I was very fortunate to join a brilliant team to embark my journey towards machine learning. My main responsibility was to build marketing ontology from end to end.

    LinkSure Network

    Data Analyst Intern

    LinkSure Network is a global innovative mobile internet company specializing in free internet access, content, and location-based services. WiFi Master Key is a free mobile app developed by LinkSure to enable passwordless Internet access. As of June 2016, the app has 900 million users and 520 million monthly active users making it the world's largest WiFi sharing app. Therefore, I have the opportunity to work with huge amount of data. My main responsibility includes building web crawler, calling API's to retrieve information and also extracting data from Hive to analyze in Python.

  • Education

    School of Physical and Mathematical Sciences

    Bachelor of Science(Hons): Double Major in Mathematics and Economics (May 2014- May 2018)

    • World's Top Young University
    • 1st QS Asia University Rankings 2018
    • 11th QS World University Rankings 2018
    • Top 15 most beautiful university campuses in the world

    School of Economics

    Exchange Program

    ( Sep 2016 – Jan 2017)

    Prague is undeniably a magical city, a beautiful tourist paradise rich in history. Through backpacking experiences, I had learn so much about human nature, different beliefs and ideas, cultural practices, and the value of friendship. Entire exchange program is undeniable the most fulfilling experiences I have ever obtained in my life.

  • Let's Get In Touch

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