Word Embeddings in Language Models 1 min read Artificial Intelligence Word Embeddings in Language Models Max Headroom 2025.06.03 23 This post is divided into three parts; they are: • Understanding Word Embeddings • Using Pretrained Word...Read More
10 Python One-Liners That Will Simplify Feature Engineering 1 min read Artificial Intelligence 10 Python One-Liners That Will Simplify Feature Engineering Max Headroom 2025.06.03 21 Feature engineering is a key process in most data analysis workflows, especially when constructing machine learning models....Read More
LLM Zero-to-Hero with Ollama 16 min read Artificial Intelligence LLM Zero-to-Hero with Ollama Max Headroom 2025.05.28 39 AI Generated Image Setup your own private Generative AI environment using Ollama Introduction Over the past two years,...Read More
Large Scale Batch Processing with Ollama 11 min read Artificial Intelligence Featured Large Scale Batch Processing with Ollama Max Headroom 2025.05.28 36 Creating a self-hosted batch prompt processing cluster using Ollama Introduction In a previous article I covered the basics...Read More
Centralizing Multi-Vendor LLM Services with LiteLLM 10 min read Artificial Intelligence Centralizing Multi-Vendor LLM Services with LiteLLM Max Headroom 2025.05.28 33 Illustration by Author Centralizing Multiple AI Services with LiteLLM Proxy Creating a centrally managed and secured OpenAI compatible API...Read More
Technology Governance with Architecture Principles 13 min read Artificial Intelligence Technology Governance with Architecture Principles Max Headroom 2025.05.28 32 Image by author Bridging High-Level Strategy and Day-to-Day Technology Decisions Introduction In today’s dynamic and rapidly changing environment,...Read More
From Likes to Language Models 8 min read Artificial Intelligence From Likes to Language Models Max Headroom 2025.05.28 27 Image created by author using artificial intelligence The Culture Industry Revisited in the Age of Algorithmic Civilization...Read More
Inside the Private Thoughts of AI 8 min read Artificial Intelligence Inside the Private Thoughts of AI Max Headroom 2025.05.28 25 Article Image Created using Artificial Intelligence (Dall-E 3) How DeepSeek’s Inner Monologue Redefines What We Expect From Language Models...Read More
EyerisAI: Intelligent Visual Event Detection & Response System 8 min read Artificial Intelligence EyerisAI: Intelligent Visual Event Detection & Response System Max Headroom 2025.05.28 22 EyerisAI — Image by Author A Project Uniting Cameras, Computer Vision, and AI to Observe, Detect, Log and Respond in...Read More
From Unstructured Text to Interactive Knowledge Graphs Using LLMs 12 min read Artificial Intelligence From Unstructured Text to Interactive Knowledge Graphs Using LLMs Max Headroom 2025.05.28 30 Example knowledge graph created with the project discussed in this article How LLMs can used in a knowledge...Read More