Founder & AI Engineer with a strong focus on designing and deploying production-grade AI systems. I work end-to-end across the stack, from infrastructure and DevOps to LLM orchestration, RAG pipelines, and agent-based architectures, with hands-on ownership of systems running in regulated, high-reliability environments. My background is non-traditional and self-built: I started from infrastructure and platform engineering, then moved into applied AI by solving real operational problems rather than academic exercises. I’m most effective where AI meets reality — messy data, security constraints, compliance, and the need to ship systems that actually hold up in production. I think like a founder, execute like an engineer, and optimize for long-term system robustness over demos or hype.…Founder & AI Engineer with a strong focus on designing and deploying production-grade AI systems. I work end-to-end across the stack, from infrastructure and DevOps to LLM orchestration, RAG pipelines, and agent-based architectures, with hands-on ownership of systems running in regulated, high-reliability environments. My background is non-traditional and self-built: I started from infrastructure and platform engineering, then moved into applied AI by solving real operational problems rather than academic exercises. I’m most effective where AI meets reality — messy data, security constraints, compliance, and the need to ship systems that actually hold up in production. I think like a founder, execute like an engineer, and optimize for long-term system robustness over demos or hype.WWWW…