Semper ex Datis — Always from Data

Long-form technical articles about Large Language Models, Data Science, and machine learning — the kind that actually explain how things work under the hood.

What You’ll Find Here

• Deep dives into LLM architecture, fine-tuning, observability, and deployment
• Data science explorations — recommendation systems, computer vision, and people analytics
• Practical guides with code, math, and real-world implementation strategies
• No fluff, no corporate gloss — just technical depth and honest analysis

Recent Writing

• June 2026 — The Emergence of Agentic AI in Network Observability: Architectural Patterns and Integration Strategies

• June 2026 — Advancing Network Observability with Custom-Developed Machine Learning Models

• May 2026 — Network Observability with GCN-LSTM

• May 2026 — Network Modeling in Cisco ThousandEyes

• April 2026 — Agent Skills: Architecture, Implementation, and the Future of Composable AI Agent Knowledge

See all blog posts.