Self-Hosting Your Own AI Model on Azure
Run a real language model behind your app for very little a month, using a container that scales to zero, and understand what end to end encrypted really means once an AI is in the loop.
skyel blog
Technical essays across AI, cloud, and engineering.
The blog collects practical writing on machine learning, infrastructure, GPU-era systems, 3D printing workflows, and the tooling decisions that make projects actually shippable.
- Hands-on engineering essays rather than generic thought pieces.
- Topics span AI, cloud infrastructure, GPU compute, and build systems.
- Every public article ships prerendered copy so search crawlers can index the route directly.
What readers can expect
The essays on skyel focus on the boundary where theory meets a real toolchain. They are written for readers who want enough specificity to reproduce a setup, evaluate a system design choice, or understand why a given implementation approach was chosen over another.
That makes crawlable HTML especially important here. Article routes should not depend on JavaScript execution for their primary meaning. The prerendered layer gives search engines article summaries, themes, and structure before the full reading experience loads in Flutter.
Public articles
The Human Is the Model: Prior Knowledge as the Determinant of LLM-Augmented Reasoning
Bayesian inference begins with a prior. The quality of the posterior is bounded by the quality of the prior. So is the quality of every answer you accept from a language model.
Building Android APKs on Your Phone with Termux
No laptop, no Android Studio, no cloud VM. Turn your phone into a full Android build environment using Termux, proot, and QEMU.
Spark in the Age of GPUs: A Practitioner's Perspective on What Comes Next
Apache Spark defined an era of distributed data processing. As the compute landscape shifts toward GPUs and tensor-native workloads, how can Spark evolve?
From Prompt to Print: Designing a 3D-Printable Clamshell Box with GitHub Copilot CLI
How a single terminal prompt turned into a fully engineered, dual-color hinged box with a snap-fit clasp.
Beyond Black Box Models In Sensitive Environments: Technical White Paper
A technical white paper on transparent, probabilistic AI for high-stakes decision making in healthcare, finance, and policy.
Getting Azure Functions Running on ARM64 Debian
A practical guide to getting Azure Functions Core Tools working on ARM64 Debian systems without root access.