Data Science Blog
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Welcome to my Data Science Blog!
Beyond AI Coding: How AI is Becoming a Knowledge Compiler for Software Engineering
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Beyond AI Coding: How AI is Becoming a Knowledge Compiler for Software Engineering # For the last …
From Eigenvalues to Singular Value Decomposition — How a Matrix Reveals Its Natural Directions, Strengths, and Hidden Simplicity
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From Eigenvalues to Singular Value Decomposition # How a matrix reveals its natural directions, …
One Word, Many Meanings: Understanding Every Kind of Product in Linear Algebra and Quantum Computing
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One Word, Many Meanings: Understanding Every Kind of Product in Linear Algebra and Quantum …
Where Does Knowledge Live? Rules, Skills, Tools, and AI Employees — From the Dev Desk to the Operations Floor
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Where Does Knowledge Live? # A Knowledge Architecture for AI Workers
The problem nobody talks about …
Quantum Measurement, Randomness, and Everyday Technology
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Quantum Measurement, Randomness, and Everyday Technology # This is Part 2 of Learning Quantum …
When Consciousness Becomes Cosmos: Fields, Particles, Matter, and the Emergence of Size
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When Consciousness Becomes Cosmos # From Consciousness to Cosmos: Fields, Particles, Matter, and …
AI Agents as First-Class Citizens: Why Managing the Digital Workforce Is the Next HR Challenge
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AI Agents as First-Class Citizens # Why Managing the Digital Workforce Is the Next HR Challenge …
Occam's Razor: Why the Simplest Explanation Often Wins
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Occam’s Razor: Why the Simplest Explanation Often Wins # Prefer fewer assumptions until the …
From Claw Code to Clean Room: A Developer's Guide to Re-implementing Software Without Getting Sued
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From Claw Code to Clean Room: A Developer’s Guide to Re-implementing Software Without Getting …
100 Websites You Only Need on the Internet
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100 Websites You Only Need on the Internet # The internet has billions of pages. Most of them are …
The AI Leadership Playbook: A Reusable Workflow Template
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The AI Leadership Playbook: A Reusable Workflow Template # Part 7 of the Human Skills, AI-Expanded …
Agentic AI for Business Leaders: When Agents Help and When They Do Not
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Agentic AI for Business Leaders: When Agents Help and When They Do Not # Part 6 of the Human …
AI for Technology Executives: Scenarios and Prompts
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AI for Technology Executives: Scenarios and Prompts # Part 5 of the Human Skills, AI-Expanded …
AI for General Managers and Senior Leaders: Scenarios and Prompts
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AI for General Managers and Senior Leaders: Scenarios and Prompts # Part 4 of the Human Skills, …
AI for HR and People Leaders: Scenarios and Prompts
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AI for HR and People Leaders: Scenarios and Prompts # Part 3 of the Human Skills, AI-Expanded …
AI for Project and Program Leaders: Scenarios and Prompts
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AI for Project and Program Leaders: Scenarios and Prompts # Part 2 of the Human Skills, AI-Expanded …
Leaders, Human Skills, and AI: What Stays Yours
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Leaders, Human Skills, and AI: What Stays Yours # Part 1 of the Human Skills, AI-Expanded series …
The AI Market Ecosystem
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The AI Market Ecosystem # Who the Players Are, Who Earns, Who Spends, and What It Means for Human …
Accuracy Is Not a Number: How Customers Misjudge AI Document Processing
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Accuracy Is Not a Number # How Customers Misjudge AI Document Processing
Many enterprise AI …
Experimenting with Vertex AI: A Practical Guide from Account Setup to First Model Call
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Experimenting with Vertex AI: A Practical Guide from Account Setup to First Model Call # 1. …
Cursor Chat: Architecture, Data Flow & Storage
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Cursor Chat: Architecture, Data Flow & Storage # This document explains how Cursor chat works …
Safeguarding PII When Using LLMs in Alternative Investment Banking
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Safeguarding PII When Using LLMs in Alternative Investment Banking # 1. Introduction # The …
AI Hallucinations in BFSI - A Comprehensive Guide
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AI Hallucinations in the BFSI Domain - A Comprehensive Guide # Introduction # Artificial …
Roadmap to Reality
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Roadmap to Reality # A Scientific Journey to Know the Universe — and the Self # Introduction: The …
From Being Hacked to Being Reborn: How I Rebuilt My LinkedIn Identity in 48 Hours
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💔 From Being Hacked to Being Reborn: How I Rebuilt My LinkedIn Identity in 48 Hours # “In …
Exploring CSS Frameworks - A Collection of Lightweight, Responsive, and Themeable Alternatives
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Exploring CSS Frameworks # There are many CSS frameworks and approaches you can use besides …
Understanding `async`, `await`, and Concurrency in Python
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Understanding async, await, and Concurrency # Understanding async, await, and Concurrency in Python …
Dimensions of Software Architecture: Balancing Concerns
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Dimensions of Software Architecture # Call these “Architectural Concern Categories” or …
Understanding Vocal Frequencies in Speech-to-Text AI Applications
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Exploring Voice Signal Processing # Introduction # In AI projects that involve human voice, such as …
High-Level View of HTML CSS JavaScript
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High-Level View of HTML CSS JavaScript # Introduction # HTML, CSS, and JavaScript are the three …
Understanding USB Types - Connector, Speed, Version, and More
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Understanding USB Types # USB (Universal Serial Bus) is port/interface for data communcation …
Exploring HTML Containers - Part 1: Introduction to HTML Containers
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Exploring HTML Containers - Part 1: Introduction to HTML Containers # What are different containers …
Exploring Digital Displays - Understanding Screen Sizes and PPI
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Exploring Digital Displays # What is the meaning of 16in Display? # When a monitor is described as …
Choosing Display Type in CSS
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Choosing Display Type in CSS # What is display property in HTML container? # There are many HTML …
Step-by-Step Guide to Creating a Hugo Website
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Building a Website from Any Hugo Template # Creating a website with Hugo can be simple — but using …
A Developer's Guide to Templating Engines
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A Developer’s Guide to Templating Engines # What is a Templating Engine? # A templating …
Exploring Hugo Framework - Part 2: Advanced Implementations
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Exploring Hugo Framework - Part 2 # Introduction # This entire article is in a question-and-answer …
Compilers and Programming Languages: A Deep Dive
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Compilers and Programming Languages: A Deep Dive # What are the different components or features of …
Exploring go Hugo Framework for SSG
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Exploring go Hugo Framework for SSG (Part 1) # Hugo is a fast and flexible open-source static site …
Evolution of Computer Programming Languages
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A Jungle of Programming Languages: Evolution of Computer Programming Languages # Introduction # Why …
What is a Digital Twin?
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What is a digital twin? # A digital twin is a virtual representation of a real-world entity or …
Frequencies in Time and Space: Understanding Nyquist Theorem & its Applications
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Applications of Nyquists theorem # Can the Nyquist-Shannon sampling theorem applies to light …
The Real Story of Nyquist, Shannon, and the Science of Sampling
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The Story of Nyquist, Shannon, and the Science of Sampling # In the early days of the 20th century, …
BitNet b1.58-2B4T: Revolutionary Binary Neural Network for Efficient AI
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Archive Paper Link
BitNet b1.58-2B4T: The Future of Efficient AI Processing # A History of 1 bit …
Ollama Setup and Running Models
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Ollama: Running Large Language Models Locally # The landscape of Artificial Intelligence (AI) and …
Retrieval-Augmented Generation with Conflicting Evidence
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Paper Summary: Retrieval-Augmented Generation with Conflicting Evidence # arXiv Paper
The …
LLM Internal Encoding of Truthfulness and Hallucinations
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Paper Summary: LLM Internal Encoding of Truthfulness and Hallucinations # The objective of this …
Future of Programming - Capabilities of AI Coding IDEs
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Future of Programming # Introduction # As of April’ 2025, AI coding IDEs like windsurf, …
Cybersecurity Concepts in AI Age
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AI and Cybersecurity: Threats, Attack Vectors, and Defense Mechanisms # As artificial intelligence …
Quantum Physics and Vedanta: Bridging Science and Philosophy
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Quantum Physics and Vedanta Satsanga with AI # Being a Vedantin and a person with a scientific …
