Kai Xin Thia – Medium

Kai Xin Thia

Kai Xin Thia
in
Towards Data Science

The Future of Visual Recommender Systems: Four Practical State-Of-The-Art Techniques

The future of visual RecSys is an exciting one. Let us explore some of the most cutting edge techniques and ideas that we can incorporate…

Apr 10, 2020

The Future of Visual Recommender Systems: Four Practical State-Of-The-Art Techniques

Apr 10, 2020

Kai Xin Thia
in
Towards Data Science

Temporal Fashion Recommender

Building a Recommender That Evolves with Seasons

Apr 5, 2020

Temporal Fashion Recommender

Apr 5, 2020

Kai Xin Thia
in
Towards Data Science

Building a Personalized Real-Time Fashion Collection Recommender

We will make use of transfer learning, approximate nearest neighbors, and embeddings centroid detection in PyTorch to build our…

Mar 28, 2020

Building a Personalized Real-Time Fashion Collection Recommender

Mar 28, 2020

Kai Xin Thia
in
Analytics Vidhya

COVID-19 Case Study with CNN

We will cluster COVID-19 X-ray images based on severity with our CNN RecSys flow using transfer learning, Spotify’s Annoy, and PyTorch

Mar 21, 2020

COVID-19 Case Study with CNN

Mar 21, 2020

Kai Xin Thia
in
Analytics Vidhya

Convolutional Neural Networks Recommender

We will build a recommender by leveraging transfer learning with ResNet and return visually similar products across 240K images within 2ms

Mar 20, 2020

Convolutional Neural Networks Recommender

Mar 20, 2020

Kai Xin Thia
in
Analytics Vidhya

Intro to Visual RecSys

We will explore the “hello world” data for visual models, the FashionMNIST dataset from Zalando with PyTorch, Tensorboard and Colab.

Mar 12, 2020

Intro to Visual RecSys

Mar 12, 2020

Kai Xin Thia
in
Analytics Vidhya

How to Design a Recommender?

For this chapter, I will introduce the RecSys Design Framework with a case study of Amazon.

Mar 4, 2020

How to Design a Recommender?

Mar 4, 2020

Kai Xin Thia
in
Artificial Intelligence in Plain English

How does a recommender work?

In this series of articles, I will introduce modern approaches to visual recommender systems. We begin with a case study of Spotify.

Feb 26, 2020

How does a recommender work?

Feb 26, 2020

Kai Xin Thia

How to create differentiating products in the face of AI democratization

I have the privilege of hosting Avi (VP — Data Sciences, AI & ML, InMobi), Hong Ting (CEO and Cofounder, Botbot.AI) and Kenny (Head of R&D…

May 30, 2018

How to create differentiating products in the face of AI democratization

May 30, 2018

Kai Xin Thia

Kai Xin Thia

Snr Data Scientist at Refinitiv Labs, M.S. CS Georgia Tech. 9+ years in data, found ❤️ in RecSys, NLP, Computer Vision, Applied R&D. linkedin.com/in/thiakx

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