Welcome to JustGeek

Pipelines over buzzwords

I’m the engineer who swapped finite-element meshes for neural networks — same fight, different toolchain: decompose, understand, optimize. Around here we dig into MLOps, Data Engineering, and pragmatic AI with one obsession: reliable systems that can take a beating, just like the turbines I used to watch.

    ███╗   ███╗██╗      ██████╗ ██████╗ ███████╗
    ████╗ ████║██║     ██╔═══██╗██╔══██╗██╔════╝
    ██╔████╔██║██║     ██║   ██║██████╔╝███████╗
    ██║╚██╔╝██║██║     ██║   ██║██╔═══╝ ╚════██║
    ██║ ╚═╝ ██║███████╗╚██████╔╝██║     ███████║
    ╚═╝     ╚═╝╚══════╝ ╚═════╝ ╚═╝     ╚══════╝

I care about pipelines that roll, releases that stay clean, and monitoring that never gaslights you. If tech is your playground, pour a ☕ and dive in — we’re going to build, explain, and push models to production without the drama (okay, maybe a pinch of drama for fun).

So let’s roll! 😜

What you’ll find here

• MLOps dispatches – infra patterns, deployment hygiene, and how to keep uptime sacred.
• Data engineering craft – orchestration, storage, and keeping pipelines healthy at scale.
• Applied AI breakdowns – translating research into systems you can actually ship.
• Post-mortems & playbooks – lessons from the edge cases, monitoring stacks, and on-call war stories.

Start exploring

• Browse the latest posts.
• See everything in the archive.
• Meet the person behind the blog on the About page.

Welcome aboard — let’s make production-grade ML feel as solid as good engineering should.