Jia Chen - Softmax Data Blog | Our views on machine learning and business

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 mortgage and call center industries, ranging from analyzing bank statements to analyzing human voices. One of the recent projects called for

We are hiring two backend engineers!!!

Overview: Founded in downtown Vancouver, Softmax Data develops our own AI products and offers development services to other clients with the growing need in the field. Our vision is to help companies in conventional industries enjoy the fruits of modern AI. As a backend

Keras Data Generator for Images of Different Dimensions

When using CNN, we often have to provide the dimension of images ahead of time. Note that I used singular, not plural “Dimensions”. That’s because most of the time, it requires us to input tensors of the same dimension. However, we have a

deep learning

Tensorflow Keras LSTM source code line-by-line explained

In this blog, I will go through line by line of Keras' LSTM source code to explain how the tensor computations work.

Testimonial by Aaron Ross

We were trying to build out a dataset that would help us map a total addressable market for a client and decide on our initial target account lists. The challenge was, we couldn't build a dataset from stock tools and sources that would give

machine learning

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 in sales emails (or all emails)

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 machine learning to improve sales operations.

revenue opeartions

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

In this post, let's talk about how Softmax Data leveraged machine learning to improve sales enablement for some of our clients.

revenue opeartions

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

How Softmax Data applied learning in improving Sales Enablement and Sales Operations for some of our clients

database

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

In this short blog post, I want to show how to move the entire Postgres from one cloud server to another with brutal force.

machine learning

Multi-input Seq2Seq generation with Keras and Talos

In this technical blog, I will talk about a common NLP problem: Seq2Seq, where we use one sequence to generate another sequence. Add to it, I also illustrate how to use Talos to automatically fine tune the hyperparameters, a daunting task for beginners.

machine learning

Words According to r/Vancouver [Part I], word2vec

Using word2vec to analyze the reddit comments on r/vancouver