Personal Experiment

Exploring the
Wonderful World
of Artificial Intelligence

This is a personal experiment — a small window into the fascinating, intriguing, and ever-evolving universe of AI. No grand agenda. Just curiosity, wonder, and a relentless desire to understand what these machines are becoming.

The Name Behind the Project
Costanza d'Altavilla, 1154 – 1198

Queen of Sicily and Empress of the Holy Roman Empire — mother of Federico II di Svevia, the man the world would call Stupor Mundi — the Wonder of the World. A polymath who spoke six languages, rewrote laws, built a multicultural court in Palermo, and pushed the boundaries of science, philosophy, and power centuries ahead of his time. None of it would have existed without Costanza — a woman who fought to secure her kingdom, crossed the Alps in winter while pregnant, and ensured her son would inherit not just a throne, but a vision. This project carries her name as an ode to the quiet force behind extraordinary things.

Experiments & Explorations
☁️

AI on Cloud-Native Infrastructure

Running inference workloads on Kubernetes clusters, experimenting with GPU scheduling, autoscaling and cost-efficiency for real AI pipelines.

🧠

LLMs in the Wild

Testing large language models on practical, everyday problems — from IT automation to presales support. No benchmarks, just real use cases.

📊

Performance & Storage

Applying AI-assisted analysis to storage benchmarks and infrastructure telemetry. Finding patterns where spreadsheets fall short.

🤖

Intelligent Automation

Building small agents that help with cloud operations, config generation, and incident triage — gluing together AI and existing DevOps tooling.

💬

Human-AI Interaction

Exploring how AI changes the way we explain complex technical concepts to clients — and when empathy still beats any model.

🌌

Open Questions

Every morning brings something new. This space collects the unsolved puzzles, half-baked hypotheses, and honest notes from the trenches.