AI Operations · Support Operations · Workflow Automation
I combine hands-on support-operations experience with AI, automation and self-hosted infrastructure, and build systems that make repetitive operational work safer, measurable and human-supervised.
Open to remote roles
LLM steps behind strict contracts, deterministic fallbacks and mandatory human review — measured on synthetic data before anything touches a real request.
Years on the support floor: triage, escalation, policy-aware handling, and the habit of asking what a system does when it is wrong.
n8n, Docker, Coolify and a Linux VPS I run myself, with monitoring that stays quiet until it has something to say.
An operations copilot that classifies synthetic support requests, detects urgency and missing information, flags security-sensitive content, and routes every result to human review.
A deterministic readiness check for a self-hosted server that alerts once when something breaks, stays silent while it persists, and reports once when it recovers. No LLM in the check path; no autonomous restarts.
A photo of a shift roster becomes a calendar file, and an optional planner places user-defined activities into the free time. Stateless, with every model answer validated before it is used and a rule-based fallback when no model is configured.
I write in Turkish about self-hosting, automation and the systems I run day to day. An archive from my old blog İşsiz Adam, spanning 2012–2019, lives here too.