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3+ years of experience
I’m Marian, a Full Stack Developer and the creator of MML Stack, where I combine web development, automation, and digital product building. I work with modern stacks (React/Next.js, APIs, databases) and I’m obsessed with demos that aren’t smoke and mirrors: I prefer real execution, deterministic steps, and auditable evidence. Recently, I’ve been exploring agentic workflows with RAG, browser-based task execution, and observability so what an agent “does” can actually be verified. I’m driven to build tools that are useful, clear, and production-ready, not just pretty prototypes.