Content Creation#
I like to create easy-to-understand visualizations (still/animated) for various Machine Learning topics. Below is a list of my content creation projects.
ML Cheatsheets
Cheat Sheets for Machine Learning and Data Science
ML Visualizations
Understading ML concepts through visualizatons
Pi Art
Visualizing the beauty of π
Tech Articles#
📦 Machine Learning & Data Science#
What is Average Precision in Object Detection & Localization Algorithms and how to calculate it?
Published: May 13, 2022 • 7 min read
What is Machine Learning System Design Interview and How to Prepare for It?
Published: April 4, 2022 • 7 min read
What are Intrinsic and Extrinsic Camera Parameters in Computer Vision?
Published: March 1, 2022 • 6 min read
Difference between AutoEncoder (AE) and Variational AutoEncoder (VAE)
Published: November 3, 2021 • 8 min read
A Beginner’s Guide to Regression Analysis in Machine Learning
Published: April 10, 2021 • 11 min read
Types of Regularization in Machine Learning
Published: February 4, 2021 • 9 min read
What are Ensemble methods in Machine Learning?
Published: January 28, 2021 • 6 min read
A walk through imbalanced classes in machine learning through a visual cheat sheet
Published: February 24, 2020 • 2 min read
Understanding the Bias-Variance Tradeoff and visualizing it with example and python code
Published: February 17, 2020 • 8 min read
💼 Career & Interview Preparation#
Machine Learning Resume that got me shortlisted for Meta, Microsoft, NVIDIA, Uber, Samsung, Intel and others
Published: January 15, 2022 • 3 min read
The Dos and Don’ts of a Software Engineer Resume to get you shortlisted for interviews more
Published: December 15, 2021 • 6 min read
Types of Machine Learning Interviews and how to ace them
Published: November 20, 2021 • 6 min read
How to Prepare for Coding Interviews?
Published: November 12, 2021 • 5 min read
Uber Data Scientist Interview Experience
Published: July 18, 2021 • 7 min read
How to answer a Coding Interview Question?
Published: June 15, 2021 • 5 min read
Seven (7) Essential Data Structures for a Coding Interview and associated common questions
Published: May 19, 2021 • 8 min read
How to prepare for a behavioral/soft skills interview?
Published: March 20, 2021 • 7 min read
Cheat Sheets for Machine Learning Interview Topics
Published: October 29, 2020 • 5 min read
🧠 Deep Learning & Neural Networks#
A 12-step visual guide to understanding NeRF (Representing Scenes as Neural Radiance Fields)
Published: January 13, 2025 • 10 min read
A visualization of the basic elements of a Convolutional Neural Network
Published: May 26, 2020 • 8 min read
What is Transposed Convolutional Layer?
Published: March 6, 2020 • 5 min read
Deep Reinforcement Learning for Drones in 3D realistic environments
Published: October 23, 2019 • 9 min read
Difference between Local Response Normalization and Batch Normalization
Published: June 19, 2019 • 7 min read
Difference between AlexNet, VGGNet, ResNet and Inception
Published: June 7, 2019 • 9 min read
🚗 Computer Vision & Autonomous Systems#
Six Levels of Autonomy for Self-driving Cars
Published: June 24, 2021 • 5 min read
Using Python to Monitor Social Distancing in a Public Area
Published: April 20, 2020 • 6 min read
🛠️ Tools & Projects#
5 essential tips and tricks to writing effective research papers using LaTeX
Published: November 10, 2020 • 5 min read
MaskTheFace — CV based tool to mask face dataset
Published: August 26, 2020 • 5 min read
AnalyzeTheChat — Python-based WhatsApp chat analyzer
Published: June 28, 2020 • 3 min read
Maintaining GitHub stats for more than 14 days
Published: June 11, 2020 • 5 min read
PEDRA — Programmable Engine for Drone Reinforcement Learning Applications
Published: May 13, 2020 • 8 min read
Setting up Python platform for Machine Learning projects
Published: July 22, 2019 • 6 min read
🎯 Miscellaneous#
Making simple games in Python
Published: March 17, 2020 • 7 min read
Visualizing the Beauty of Pi
Published: March 15, 2021 • 4 min read
My 6 Tips for Surviving a PhD
Published: September 15, 2019 • 8 min read
Why shouldn’t you blindly trust Google Maps in the Bay Area?
Published: July 6, 2019 • 4 min read
Last updated: August 16, 2025