I build AI systems that help businesses automate repetitive work, reduce operational overhead, and improve how they handle customer support, internal workflows, and data processing.
My journey started in full-stack development, but I quickly realized most businesses didn't just need more software, they needed systems that could actually do the work automatically. That shift led me into AI automation.
Since 2023, I've focused on building production-ready AI systems designed for real business use, not just demos. My work includes custom AI chatbots, RAG knowledge systems, and workflow automation built to solve practical operational problems.
What makes my approach different is spec-driven execution. Before writing code, I define requirements, workflows, edge cases, and system architecture clearly so every build is reliable, scalable, and structured for real-world deployment.
The result: fewer surprises, less rework, and AI systems that genuinely save businesses time and money.
If repetitive manual work is slowing your business down, I build systems designed to fix that. Let's talk.