I’m Jay Madruga — a technical consultant, AI developer, and product strategist who thrives at the intersection of complexity and clarity. With a background in IT, audit automation, and agentic AI systems, I build intelligent workflows that scale insight and reduce friction. My work blends deep technical fluency with a resilient, iterative mindset: from multi-agent orchestration to prompt engineering coaching, I help teams unlock smarter systems and sharper decisions. I believe in empowering through documentation, designing for impact, and always refining for clarity.