A consulting and development firm that also builds and owns products, using research-informed product development rather than formal scientific research.
Co-Founder / Software and AI Engineer.
Competitor and adjacent-field case studies, user segmentation and feedback, feature duplication and differentiation decisions, build/no-build prioritization, and iteration against observed behavior. Delivered two paid client SaaS engagements proposal-to-production on React/React Native/Next.js, Rust backends, PostgreSQL/Supabase, and Docker/Kubernetes self-hosted on Hetzner.
Co-founded and co-lead the engineering team; own product decisions end to end.
Used as an engineering and research tool across the studio's workflow.
This is research-informed product development: competitive analysis and user feedback, rather than controlled experiments.