Foundation (Plan 01)

Home About Me Projects Resume Certifications Contact

The Deep Dive (Plan 02)

Leadership Philosophy Case Studies Live Analytics Dashboard (Mock) The Lab The Library (Blogs)

The Executive Level (Plan 03)

Speaking Engagements Startup History (Hext) OS Dashboard (Locked)

📚 Library

A collection of my thoughts, tutorials, and knowledge architecture notes.

🏗️ 1. Software Design
📖 Software Design Fundamentals
📄 Introduction 📄 Why Software Design Matters
🧩 SOLID Principles
📄 Introduction to SOLID 📄 Single Responsibility Principle (SRP) 📄 Open/Closed Principle (OCP) 📄 Liskov Substitution Principle (LSP) 📄 Interface Segregation Principle (ISP) 📄 Dependency Inversion Principle (DIP)
🎨 Design Patterns
📄 Introduction to Design Patterns
🏭 Creational Patterns
📄 Factory Pattern 📄 Abstract Factory Pattern 📄 Builder Pattern 📄 Prototype Pattern 📄 Singleton Pattern
🏛️ Structural Patterns
📄 Adapter Pattern 📄 Bridge Pattern 📄 Composite Pattern 📄 Decorator Pattern 📄 Facade Pattern 📄 Flyweight Pattern 📄 Proxy Pattern
🔄 Behavioral Patterns
📄 Chain of Responsibility 📄 Command Pattern 📄 Iterator Pattern 📄 Mediator Pattern 📄 Memento Pattern 📄 Observer Pattern 📄 State Pattern 📄 Strategy Pattern 📄 Template Method Pattern 📄 Visitor Pattern
🤖 2. Large Language Models (LLMs)
📚 Foundations
📄 LLM Dictionary 📄 Introduction to LLMs 📄 Parameters in LLMs 📄 Attention Mechanism 📄 Cosine Similarity 📄 Reinforcement Learning from Human Feedback (RLHF)
📊 Evaluation
📄 LLM Evaluation 📄 AlpacaEval 📄 MT-Bench
🚀 3. AI-Augmented Generation
📖 Fundamentals
📄 Introduction 📄 Roadmap of AI Evolution to Augmented AI 📄 Terminology 📄 Flow Chart
🔍 Retrieval-Based Techniques
📄 Retrieval-Augmented Generation (RAG) 📄 RAG-2 (Next-Generation RAG)
🧠 Knowledge & Context Augmentation
📄 Knowledge-Augmented Generation (KAG) 📄 Context-Augmented Generation (CAG) 📄 Database-Augmented Generation (DAG) 📄 Graph-Augmented Generation (GAG)
🛠️ Prompt & Tool Augmentation
📄 Prompt-Augmented Generation (PAG) 📄 Tool-Augmented Generation (TAG) 📄 Agent-Augmented Generation (AAG)
⚙️ Model Enhancement
📄 Fine-Tuned Augmented Generation (FAG) 📄 Learning-Augmented Generation (LAG) 📄 Symbolic-Augmented Generation (SAG) 📄 Multimodal-Augmented Generation (MMAG)
📈 Comparison & Selection
📄 Comparison of Augmented Generation Techniques
✍️ 4. Prompt Engineering
📖 Fundamentals
📄 Mastering Prompts: Making AI Work for You 📄 Prompt Engineering Fundamentals 📄 Best Practices
📝 Prompt Design
📄 Prompt-Writing Tips 📄 Prompt Templates 📄 Common Prompting Techniques
💼 Practical Applications
📄 Real-World Examples 📄 Prompt Optimization
🧰 5. AI Tools
📖 Overview
📄 AI Tools Overview 📄 Popular AI Tools
💡 Applications
📄 Use Cases 📄 Live Demo Plan 📄 Updated Session Plan
🔧 Hands-on Labs
📄 Productivity Tools 📄 Coding Assistants 📄 Image Generation Tools 📄 Research Tools
🔮 6. Upcoming Topics