Recent Articles
In this article, I will attempt at explaining the concept of Attention in Deep Learning. I will try to explain the intuition behind it and throw some light on different applications in NLP and Vision models.
I will try to break down the mechanism of training a neural network and explain some intuitions behind it by explaing loss objective and weight update mechanisms
With the advant of Generative Pre-trained Transformer (GPT) and Large Langauge Model (LLM), we have a powerful tool at our disposal as Software Engineers. I am taking a use case of Downloading password protected attachments from Gmail and demostrating how we can leverage this tool and save time and become productive.
AWS Application Load Balancer gives better API and feature set as compared to Classic Load Balancers. In this article, I will show you how we configured our Kubernetes Deployment at PushOwl to do rolling upgrades of our pods without any outage.
In this article, we will test a single instance of our service with Apache JMeter and see how horizontally scaling our app with Docker can improve performance significantly
A quick tutorial to create and publish npm packages using @a6kme/create-npm-package CLI
I would like to explain the rationale behind why I decided to host my own blog using markdown files instead of going for a hosted provider like Medium or WordPress.