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Hello, my name is

Shawn Ng

I do everything data related. From the data engineering (backend), to data modeling (machine learning), and building data visualizations (frontend) for the business users.

Skills

Backend

  • SQL (PostgresSQL, MySQL, Oracle)
  • Apache (Airflow, Spark)
  • Python & Django (v2.x)
  • Ruby & Rails (v5.x)
  • Express (Node.js, v4.x)

DevOps

  • Linux & bash
  • Amazon Web Services (AWS)
  • Google Cloud Platform
  • Heroku

Data Science

  • Jupyter notebook
  • Microsoft excel
  • Qlik sense
  • Tableau
  • R
  • SAS

Frontend

  • Bootstrap (v3, v4)
  • JavaScript
  • Angular (v1.x)
  • D3 (v3.x)

Experience

Machine Learning Engineer

Sep 2019 - Present

Seed;

Skills used:

  • Big data
  • Data science
  • Machine learning
  • Data infrastructure
  • DevOps
  • Software development

Data Scientist

Nov 2017 - Jul 2019

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 used:

  • Big data
  • Data science
  • Machine learning
  • Natural language processing
  • Software development
  • Client relationship management
  • On-premises deployment

Software Engineer (Intern)

Aug 2016 - Jul 2017

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

Skills used:

  • Full-stack software engineering
  • Data science
  • Technical support

Software Engineer (Intern)

May 2016 - Jul 2016

Series B; APAC fastest growing last-mile delivery startup in the logistic space.

Skills used:

  • Front-end software engineering
  • Data science
Dec 2015 - Jan 2016

World's largest accelerator for FinTech startups.

Skills used:

  • Markets & companies research
  • Cold marketing

Data Analytics (Intern => freelancer)

May 2015 - Jul 2016

Series A; Asia’s Premier Lunch Dating Company

Skills used:

  • Data science
  • Technical support

Data Analytics (Intern)

Dec 2014 - Jan 2015

World leading provider of document and knowledge management solutions

Skills used:

  • Data science