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
Mid Meet Py - Ep.2 — PyCon US go online! Subscribe to their YouTube channel to catch all the talks
PyLadies also has YouTube Channel, Sign up for membership
Python Ireland’s 1st...
Web Surgery - Ep.2 - using gulp pipeline for the css build — We continue to work on my website. Introducing Gulp.js, to speed up the Jekyll build by using Gulp to lint and prebuild the css (as well as the js scripts)....
Python Zero to Hero - Ep.1 - get your Python setup — Today we start our Python journey. Start setting your Python coding environment. I tried to explain as detail as possible for you to understand how your Pyhton got installed and...
World of WoqlCraft - Ep.2 continue crafting schema — We tried to continue building the schema, only being brutally ended by my poor internet connection.
Find the source code from our tutorial repo.
Mid Meet Py - Ep.1 — In this episode, we chat about:
Pyjamas - online conference recruiting organisers ()
CfP for Remote Python Pizza ends on the 6th April ()
EuroPython goes online ()
First virtual...
Web Surgery - Ep.1 custom Jekyll Plug-in — I wrote Ruby for the first time! With a little bit of Ruby, you can make Jekyll do anything for you. All you need is write your own plug-in. Today...
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.