Geometry of Intelligence

"Understanding intelligence is not about memorizing algorithms.
It is about seeing the geometry behind decisions."

Welcome to my digital research space where I explore machine learning from first principles.

This is not just a collection of notes.
It is a living system of ideas where math, intuition, and code connect.

What You'll Find Here

• 📐 Mathematical Intuition
  Breaking down concepts into geometry and probability

• 🤖 Machine Learning Algorithms
  From intuition → math → code → applications

• 💻 Code Implementations
  Clean, from-scratch + practical usage

• 🎯 Interview Readiness (Integrated)
  Each concept links to its own structured interview layer

🧩 Foundations

• 01.00.00 Mean Squared Error

🤖 Machine Learning

• 02.01.00 Decision Trees

🧠 Deep Learning

• 03.01.00 Encoder-Decoder
• 03.02.00 Attention Mechanism

🔗 How to Navigate

Each topic follows a consistent structure:

• Intuition
• Mathematical Formulation
• Code Implementation
• Applications
• Interview Questions → linked separately