1. Serverless Framework Authentication and Logging with AWS Cognito

    Over the past few days, I've spent some time re-assessing the Serverless Framework to see if it can help bootstrap new ventures in a faster way. The Previous Venture In my last venture for a major Australian bank, we used Auth0 for authentication and a series of Golang microservices on…

    on AWS serverless Golang

  2. Running a Keras / TensorFlow Model in Golang

    Today we're looking at running inference / forward pass on a neural network model in Golang. If you're a beginner like me, using a framework like Keras, makes writing deep learning algorithms significantly easier. If you're very fresh to deep learning, please have a look at my previous post: Deep Learning,…

    on MachineLearning Golang Deep Learning TensorFlow Keras

  3. Deep Learning - Bottom Up

    Deep Learning with neural networks is something I initially started Googling about but could never find a good enough article that started with the foundations. If like me, you started finding articles online that compared NN's with brain synapses and the like; I found those just added to the confusion.…

    on MachineLearning Deep Learning

  4. Debugging Java Apps in Production

    Debugging Applications in Production with Google Cloud Debugger This example shows how a Java Spring Boot application can be debugged using Google's Cloud Debugger even if the executable is running on a different environment e.g. AWS. The appeal of this is the ability to debug in production and without…

    on Java GCP

  5. Alexa Custom Skill Gotchas with Serverless Framework

    If you're looking to build a custom skill for Alexa using Serverless because you don't want the hassle of a manual deployment or the other setup fluff you've come to the right place. This will be a list of gotchas that I ran into when working with the Alexa SDK…

    on serverless lambda AWS Node.js Alexa

  6. Deploying Docker Apps on Google Container Engine (GKE)

    It's 2017 and Google says they'll be deploying in Australia this year. That may not excite so many as we all seem to be vested in AWS here but I urge you to take another look. Specifically at the ease and usability of how we can take Docker into production.…

    on Docker GCP GKE Containers Kubernetes Golang