
About
I didn't start my career in software. After years in journalism, digital marketing, and customer-facing roles, I taught myself Python, agentic workflows, LLM systems, real-time integrations, and production AI development while working full-time. That journey led to Profesor Abelton — a commercially launched AI copilot for Ableton Live that I designed and built from scratch, combining a custom Model Context Protocol (MCP) with 35 schema-validated tools, a dual-LLM architecture (Claude + Groq), real-time session awareness, production security controls, licensing infrastructure, and automated onboarding. Today I build practical AI systems that solve real problems through agentic workflows, tool-calling, and software integration.
Career
Jul 2025 — Present
Independent AI & Automation Developer · Self-employed (Freelance)
Design and ship production-grade AI products end to end — from concept and architecture to deployment, licensing, and onboarding.
- Designed and commercially launched production AI products from concept to deployment.
- Built agentic systems using LLM APIs, custom MCP architectures, tool-calling, and real-time integrations.
- Developed complete licensing, deployment, onboarding, and security infrastructure for desktop AI apps.
- Expanding MCP-based architectures into additional software and hardware domains.
PythonClaude APIGroqMCPFastAPIWebSocketsPyInstallerNov 2022 — Jul 2025
Full-time Employment (self-directed AI transition) · McDonald's
Taught myself Python, agentic systems, and production AI development while working a full-time customer-facing role.
- Self-taught Python, LLM systems, and agentic workflows while working full-time.
- Built first real AI products during this period, transitioning into software development.
- Held a full-time customer-facing role; later designed an AI onboarding assistant concept grounded in that real operational experience.
PythonSelf-directed learningAug 2017 — May 2022
Digital Marketing · Mikologika
Planning and execution of digital marketing activities for a mushroom-cultivation business.
- Owned digital marketing planning and execution.
- Customer-facing and commercial experience that later informed product thinking.
Digital marketingContent2004 — 2016
Journalist / Editor · Advance.hr, Vjesnik, Radio 101, net.hr, Z1, Javno.hr, Večernji list
Long career in Croatian media as a journalist and editor across print, radio, TV, and online outlets.
- Reported and edited across multiple major Croatian media organizations.
- Strong communication, research, and storytelling foundation now applied to AI products.
JournalismEditingResearch
Skills
AI & LLM Systems
Languages
Software Engineering
Security & Production
Education
1998 — 2011
Master of Journalism
Faculty of Political Science, University of Zagreb
2022 — Present
Self-Directed Education — AI Engineering, Agentic Systems, Software Development
Independent study while working full-time
Taught myself Python, LLM systems, agentic workflows, and production AI development, culminating in a commercially launched product.