Machine Learning - The Science, The Engineering, and The Ops

2026

The File That Isn’t Really There: Understanding mmap and Page Faults

11 minute read

Published: June 21, 2026

The Illusion of Chat: Why You’re Not Really Conversing with an AI

22 minute read

Published: April 10, 2026

Democratizing Data and Eliminating Toil: Using MCP to Bring Data to People

less than 1 minute read

Published: February 11, 2026

2025

Why Won’t My AI Answer That? A Look into LLM Safety and Moderation

9 minute read

Published: August 15, 2025

2023

ChatGPT- What, How, Why, and Where?

8 minute read

Published: March 09, 2023

2022

Engineering a Naive Bayes model for Online Training

7 minute read

Published: May 07, 2022

Machine Learning Monitoring — What, Why, Where, and How?

4 minute read

Published: April 13, 2022

Feature Stores — What, Why, Where and How?

3 minute read

Published: April 13, 2022

2018

Feature selection — Correlation and P-value

6 minute read

Published: September 12, 2018

Decision Trees — A Bird’s eye view and an Implementation

4 minute read

Published: August 27, 2018

Convolutional Neural Network — A Bird’s eye view with an implementation

7 minute read

Published: August 18, 2018