Artificial Intelligence and Technology Architecture

This is a collection of resources, patterns and guidelines for assessing rapidly growing Artificial Intelligence (AI) components and tool sets within enterprise technology stacks.

LLM and AI Foundations

• Stanford University - Transformers & LLMs. Autumn 2025. Parts: 1, 2, 3, 4, 5, 6, 7, 8, 9

Components

• Explainable AI. What is Explainable Artificial Intelligence?
• Small Language Models. Small language models (SLMs) have emerged as more accessible alternative to their larger counterparts (LLMs). What are they?
• Self-hosted models
• AI in Robotics
• AutoML - Automated Machine Learning
• Edge Inferencing and its use cases in AI context.

Practices

• Open practices for AI adoption in enterprise technology stack.

Notes

• QueryGPT – Natural Language to SQL Using Generative AI. Learnings while building it.