Leading Growth function at Daydream - finding product-market fit for real-time AI audio and video. I collaborate and run growth, user research, and community for Scope, an open-source tool for running interactive AI video pipelines and Daydream Music running on the DEMON engine. 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.

Building in stealth (for now).

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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