Jia Chen – Medium

Jia Chen

Making Serverless Inference on SageMaker for a multi-input HuggingFace model

Hola! It has been a while since we dove into technical posts. We have been very busy building several deep-learning projects in the…

7 min readFeb 8, 2024

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Making Serverless Inference on SageMaker for a multi-input HuggingFace model

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Jia Chen
in
Softmax Data

Keras Data Generator for Images of Different Dimensions

In this blog post, we explore how to create a Keras data generator that would provide images of different dimensions to a CNN model.

5 min readDec 2, 2020

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Jia Chen

Tensorflow Keras Attention source code line-by-line explained

Recently (at least pre-covid sense), Tensorflow’s Keras implementation added Attention layers. There are two types of attention layers…

11 min readMay 12, 2020

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Jia Chen
in
Softmax Data

Tensorflow Keras LSTM source code line-by-line explained

The original blog post was on Softmax Data’s blog.

14 min readMay 1, 2020

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Tensorflow Keras LSTM source code line-by-line explained

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Jia Chen
in
Softmax Data

What are inside sales emails? Using machine learning to understand them.

In this blog, we will talk about how to use two different machine learning techniques (LDA and Word2Vec) to analyze and query the topics…

1 min readFeb 6, 2020

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What are inside sales emails? Using machine learning to understand them.

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Jia Chen
in
Softmax Data

Applying Machine Learning in Sales Enablement and Sales Operations

Softmax Data has been providing companies with machine learning services companies related to Natural Language Processing (NLP), image…

1 min readSep 25, 2019

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Applying Machine Learning in Sales Enablement and Sales Operations

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Jia Chen

Applying Machine Learning in Sales Enablement and Sales Operations [Part 3]

In the previous blog, I talked about enhancing Sales Enablement with machine learning. In this blog, I will go into some examples of using…

5 min readSep 25, 2019

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Applying Machine Learning in Sales Enablement and Sales Operations [Part 3]

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Jia Chen

Applying Machine Learning in Sales Enablement and Sales Operations [Part 2]

In the last blog, I talked about the definition of Sales Enablement and Sales Operations. In this blog, I will go deeper into some of the…

7 min readSep 25, 2019

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Jia Chen

Applying Machine Learning in Sales Enablement and Sales Operations [Part 1]

Softmax Data has been providing companies with machine learning services companies related to Natural Language Processing (NLP), image…

3 min readSep 25, 2019

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Applying Machine Learning in Sales Enablement and Sales Operations [Part 1]

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Jia Chen
in
Softmax Data

Brutal-force Migration of Postgres from Azure to AWS (or vice versa)

At Softmax Data, we often work with a variety of cloud infrastructures; from AWS, Ali Cloud, Google Cloud to Azure. Occasionally, we have…

4 min readSep 11, 2019

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Brutal-force Migration of Postgres from Azure to AWS (or vice versa)

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Jia Chen

Jia Chen

Partner at Softmax Data, a Machine Learning Advisory (NLP, Data Science, BI and Advanced Analytics); jia [atsign] softmaxdata.com

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