Proven experience in launching PoCs or MVPs from scratch in fast-paced environments. Hands-on experience implementing LLM/AI products and working with AI APIs (OpenAI, Anthropic, AWS Bedrock, etc.). Leverage SaaS tools, AI APIs, and workflow automation (Langdock Workflows, n8n, Zapier, Make.com, LangFlow) to iterate rapidly. Solid generalist tech foundation (APIs, scripting, Python, basic frontend, LLMs, workflow automation, make/buy decisions). Product mindset and willingness to take over product work as needed (e.g., defining requirements, testing with users, iterating on UX). AI-accelerated workflow experience.