Portfolio on Yoke Keong

#DataForGood Projects

Mon, 01 Jan 0001 00:00:00 +0000

#DataForGood Projects

This page lists the various voluntary data projects that I’ve led or contributed to with DataKind Singapore in reverse chronological order.

Volunteer for WaterPoint Data Exchange (2019)

I assisted to create an Image Classification Model to identify WaterPoint images.

Highlights

Multi-class Image Classification
Transfer Learning
Tools used: Python, fastai

Github

Data Ambassador for Projects

Community Justice Centre & Law Society Pro Bono Services (2018)
Singapore Children’s Society (2017)

I co-led the above projects as a Data Ambassador, collaborating with non-profit representatives to discover business needs and translate them into data requirements, and worked with volunteer teams to deliver data insights and proof-of concepts in a weekend DataDive.

AI/ML Projects (Masters)

Mon, 01 Jan 0001 00:00:00 +0000

AI/ML Projects (Masters)

This page show cases work done during my internship as well as the AI and Machine Learning Systems (in reverse chronological order) collaboratively built with my fellow team mates during my study in the Masters of Technology in Intelligent Systems in the National University of Singapore, Institute of System Science from 2019 to 2020.

Internship at the Chope Group

During this internship, I worked with Product & Engineering Teams and Data Science Lead on several projects and productionizing Machine Learning Services end-to-end.

Coursera Data Science Specialization Projects

Mon, 01 Jan 0001 00:00:00 +0000

Coursera Data Science Specialization Projects

This page showcases the Data Science Projects that I’ve completed as part of the Johns Hopkins University Data Science Specialization Track offered through Coursera from 2014 to 2015. You will see a brief description on the project, followed by links to applications, repositories, presentations and/or reports, where applicable.

Capstone Project

In this inaugural capstone run, which is offered in partnership with SwiftKey, I’ve created a text prediction application that allows a user to enter a phrase and subsequently predict the next word the user might enter.

Talks and Micro-Projects

Mon, 01 Jan 0001 00:00:00 +0000

Talks

Building a Food Classifier App End-to-End: Walk-through & Sharings (Jan-2020)

I conducted a hands-on workshop to walk participants through the creation of a food classifier webapp from data collection to application deployment and sharing of lessons learnt.

GitHub

Journal Clubs, Learnings and Walkthroughs

I shared presentations and walkthroughs of learnings from journals/articles in areas of interests in my Github repo. You can access the link below.

GitHub

Micro Projects

Below are some micro projects I’ve written for AI, Machine Learning and Data Science. Please look at my blog for more posts.