About Me
After spending 5 years researching theoretical physics at Hong Kong University of Science and Technology, Cheuk has transferred her analytical and logical skills in natural science and built a career in data science. Cheuk has been a Data Scientist in one of the biggest worldwide wholesalers in the travel business; an AWS partnered consultancy which delivers machine learning model; a startup aiming to revolutionise revenue management with data science and; a global bank using machine learning to investigating financial crime. Now Cheuk is working in a team of developers building a revolutionary graph database.
Cheuk constantly contributes to the community by giving AI and deep learning workshops and organize sprints for open source projects, at the same time contribute to open source projects including Pandas, Keras, Scikit-learn, Dateutil and maintaining her open-source library - PicknMix. Cheuk has also been a guest speaker at Universities and various conferences. Believing in gender equality, Cheuk is currently a co-organizer of AI Club for Gender Minorities to support Tech Diversity and Inclusion. On top of speaking at conferences, Cheuk has join the organizing team of EuroPython, IndieWebCamp and PyData London.
Projects
Articles
How to be Pythonic? Design a Query Language in Python — I gave a talk at PyAmsterdam today and it was a lovely community. I get the chance to answer some questions that have been puzzling me for a while. I...
OOT is recrOOTing! — OOT is recrOOTing! We’re an open-source project building tools to help women engage with healthy online discussion. We rely on donations and people’s time to build tools that fight online...
Remote Working club - Tools to facilitate meetings — So, we have regular meetings to talk about the tools and strategies regarding remote meetings. I feel that it will be good to summaries the discussion and share the knowledge...
IndieWebCamp London - Indie Webmention! — I would like to add webmention to my blog. And I am testing it out now! Why you should own your content? Because we have full control of our appearance...
Celebrate our first Opt Out Tools meetup! — Last week (23 Jan 2020) we had our first Opt Out Tools meetup at Mozilla Berlin! Attendees compile of a team of international experts from different fields: data scientists, web...
Newbie tips — 5 Advantage of Using GitHub Pages for Hosting — I am not a web developer, not yet. But you don’t have to be a web developer to set up a website with GitHub Pages. Recently I have an idea...
Videos
Web Surgery - Ep.8 - Final fine tuning of my website — This is the last episode of Web Surgery as I will dedicate this time every week to start a new series. Today we gonna quickly wrap up the series with...
Python Zero to Hero - Ep.8 - Decorators — Today we cover what is a decorator and the basics of how to write a decorator. We also cover using the property decorator to write some getters and setters. If...
World of WoqlCraft - Ep.9 Graph visualisation of Game of Thrones Character Relations — Continue with what we have done last week, we will do some graph visualisations with TerminusDB console to create a knowledge graph of the characters relations in the Game of...
Mid Meet Py - Ep.8 - Interview with Tania Allard — (Sorry for the technical difficulties, we failed to capture Lais on the call today) PyChat: Python Conference for web devs 17th to 19th June PyCon DE cancelled this year, see...
Git for Absolute Beginners — If you are learning how to code, learning how to use git would become very useful and it’s a tool that almost all software developer use. In this tutorial, I...
Python Zero to Hero - Ep.7 - Unit testing with Pytest — Update: the reason why I cannot install pytest in my environment is that I have installed conda yesterday and it messed up the path. Somehow conda overrides the pyenv paths...
Workshops
In this workshop, we will be using Rasa, an open source machine learning framework, to build a chatbot that will ask for an individual's contact details (compliant to GDPR) and for feedback for an event that they may have attended. Feedback will then be analyse for sentiment and reported in a basic web app.
In this workshop, through exercises, we will learn about (Deep) Reinforcement Learning and how to implement different strategies and train an agent to solve different tasks (or play games) in OpenAI Gym. For the consistency of the environment and make use of a free GPU, we will use Google Colaboratory (Google Account needed)
A step by step guide to making your first pull request (PR) in GitHub. As most open-source projects are hosted on GitHub, it will be the first thing you have to learn if you want to contribute to open-source projects. Also, you will have git setup and learn how to start using git.