This documents my journey of writing for the first time, as part of the Towards Data Science Authors program and through the Google Cloud Community Medium page as well.

Introduction

My work with Towards Data Science was one of the first places where I began to write blogs more seriously than ever before. I do not use Medium a lot anymore, but I did write 3 articles there which do receive a lot of regular love (as per the emails I receive for story statistics).

Blog Posts

The Annotated ResNet-50

This was the first blog I wrote as part of a deep-dive study into the popular ResNet-50 model. I explored the intricacies, covered some interesting theoretical content behind what goes on in the model, the inspirations, and more.

How to Make Your Models Available to the Public

This blog was written as a reference material for a talk I had delivered previously with the same title. It details a technique to use Docker, Flask, and Gunicorn to make a decently-performant way to deploy your custom models on a server.

Accelerating Model Deployment using Transfer Learning and Vertex AI

This blog was also written as reference material for a talk I delivered, with the same title. This details a intricate method of deploying TensorFlow models using Docker and the TensorFlow Serving service.