Blog

Welcome to the blog! Here you’ll find posts on technical writing, machine learning, and more.

Notes on Technical Writing

Since the very start of my career, I have viewed technical writing as more than just a means of communication—it’s a powerful tool for both teaching and learning.

Mixture of Experts for Dummies

This post is meant as a tutorial to help one get started with the basic concept of a Mixture-of-Expert. It looks at various types of MoEs and their individual nuances. Read…

Understanding AugMix

In machine learning, we use a set of data (known as the “training” data) to teach an algorithm how to solve a task. In this context, we’re talking about deep neural networks…

What is Computational Photography

Computational photography refers to digital image capture and processing techniques that use digital computation instead of optical processes. - Wikipedia

The Math of Photoshop Blend Modes

Photoshop is a wonderful tool for working with images. It is a delight to work with as a designer and it is an instrument to marvel at as a Computer Vision engineer.

Why model decay using the exponential function?

So you have been going through mathematical models and equations for all sorts of things and everywhere you go you see this equation.

A Brief Introduction to Do-Calculus

Welcome back to Part 3 of The Causal Blog. The previous two parts introduced us to the world of causal inference and what are the various methodologies involved. You can…

Studying Causality: The good, the bad, and the ugly.

Welcome back to Part 2 of The Causal Blog. The previous one was all about introducing Causality in the briefest way possible. You can find it right here.

What do we mean when we talk about Causal Inference?

So what does Causal Inference really mean? What does it mean to cause? Is Causality really as simple as understanding cause and effect? Let us attempt to first understand…