Did TypeScript ever annoy you with the error Object is possibly undefined even if you filter out all the undefined values, if yes then this post is for you.

Code Setup

Let’s quickly set up a very basic example to see how we can get to such a situation.

In the…

Quick Summary

Software development is great and fun but it can be a mess and a very bad influence if the developer experience is not given the importance and prioritized. Some standard development practices along with proper tooling can greatly improve this experience. This also aids in keeping the codebase clean and…

This is going to be the last article in this series where we will explore Google Cloud Functions as our third option of choice when deploying machine learning models. In the previous articles, we explored Tensorflow-serving and AI-Platform. …

In the previous article, we explored serving our tensorflow models using tensorflow-serving and how we can use Google Cloud to deploy our models in production using Docker and Kubernetes. …

This article focuses on deploying machine learning models using mnist handwritten digit recognition as a base example implemented in tensorflow-2. In the end, we will be cooking up a small web app in React to test our model. If you are a machine learning enthusiast then you already know that…

For a long time, I used to think scraping data from the internet was too boring, inspecting the webpage in DevTools, finding the DOM nodes of your interest — it seemed too much of a hassle to me.

Until, one day, I tried it using Beautiful Soup and was really…