Aivato AI Tooling
Built code for AI-agent workflows, tool execution, guardrails, MCP integrations, RAG-backed retrieval patterns, and internal engineering tools that support real work.
Automation-first engineer
I build the tools that make Linux systems, teams, and AI workflows move faster.
Senior SRE and software engineer focused on practical automation, Ansible/AWX, resilient Linux infrastructure, platform tooling, and AI-agent systems that are useful outside a demo.
Strongest skillsets, made clickable.
These are the areas where I tend to create outsized leverage: turning repetitive work into systems people can trust, inspect, and reuse.
Automation Platforms: I build automation that operators can run safely: Ansible playbooks and roles, AWX/AAP-style templates, controlled credentials, repeatable remediation, and workflows designed for auditability instead of mystery buttons.
Proof in production-shaped work.
The throughline is simple: replace fragile manual work with software, automation, and interfaces that make hard systems easier to operate.
DeltaManager
Developed a harness comparison tool for engineering change analysis, compare reports, 3DXML parsing, CATIA-assisted workflows, and related automation.
SRE Automation
Created automation frameworks for operational remediation, Oracle installs, Vault-backed credential rotation, AWS SFTP, and containerized infrastructure modernization.
Ansible / AWX Operations
Built Linux automation around playbooks, roles, inventories, credentials, job templates, surveys, and controlled self-service workflows for repeatable operations.
Why RefugeOS and Valkyrie exist.
Not every project is about a ticket. Some projects are about refusing to let the machine stay mysterious.
Learning every layer
RefugeOS and Valkyrie came from wanting to understand every step of how a system works: boot, services, graphics, process boundaries, desktop behavior, packaging, and the little decisions that shape what users can actually do.
$ why build it? > I wanted to learn every step of how the system worked. > I was tired of having my options limited. > So I built, broke, traced, rewired, and kept going. $ public work > codeberg.org/refuge
Resume, ready to read or download.
Prefer the polished web version, or download the DOCX for forwarding, editing, applicant systems, and recruiter workflows.
Need someone who can turn messy systems into reliable tools?
I’m easy to reach for roles or projects around Linux infrastructure, Ansible/AWX automation, SRE, internal tooling, and practical AI-agent workflows.