Leading Growth function at Daydream - finding product-market fit for real-time AI video. I collaborate and run growth, user research, and community for Scope, an open-source tool for running interactive AI video pipelines. My job is to find the users who can't live without this and make sure the product earns that.

Before Daydream, I was early at Lovable (the AI app builder, formerly GPT-Engineer). Joined pre-PMF, helped build the operational and community foundation before it grew into a $400M+ ARR company.

Before that, 14 years as a founder running two UX and software studios. Products shipped to hundreds of millions of users. Before that, Microsoft (Croatia and Denmark).

Physics background. Systems thinker. Hands-on. Still write code most days.

Python · Django · JavaScript · TypeScript · D3.js · Transformers · BERTopic · OpenAI/Anthropic APIs · RAG · UX · Data Visualization

• OSINT, disinformation tracking, and defense tech. Co-authored research on LLM weaponization in information warfare and a paper on disinfo narratives
• Great outdoors. Mountains, trails, fresh air. Balancing screen time with real horizons.

• Running structured growth experiments (cohort programs, user research, PMF signal extraction) at Daydream
• Building AI agent workflows for growth, content, and general business operations ("agent army")
• Publishing real-time video guides and reference pipelines for the Scope community
• Partnering with researchers and creative technologists on world-model and real-time AI video streaming-inference use cases

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