I use AI automations and agents in real operating environments, not just as demos. As a founder, I’ve built and used agent-style workflows to support parts of my businesses, including research, analysis, internal tooling, and process automation. I’ve also helped startups and small businesses build ETL jobs, custom tools, and AI-enabled workflows, so I understand how to connect LLMs to actual business processes in a way that is useful, reliable, and worth the effort. My background sits at the intersection of product, data, and technical execution. I’ve worked on cloud-based architecture, data pipelines, NLP, LLM API-driven analysis, and custom workflow design, and I know how to translate messy business needs into practical automations. I can help clients think through where agents actually create value, how to design and scope them properly, what should stay human-in-the-loop, and how to build systems that are more than just prompt wrappers. Whether you’re trying to automate work inside a business, build your first agent-driven workflow, or get smarter about the AI automation landscape, I can help.