MayamiTech is a specialized AI engineering firm dedicated to creating production-grade AI agents and delivering expert evaluation services for leading AI platforms. Founded on the insight that enterprises require functional AI agents in real-world settings and platforms benefit from human expertise to refine models, MayamiTech merges rigorous software architecture, machine learning research, and large-scale systems engineering to meet these needs. Their team has extensive experience building scalable systems, contributing peer-reviewed research, and consistently producing high-quality evaluation outcomes. Evolving from scalable backend system development to advanced machine learning and generative AI services, including RLHF data and domain-specific annotations, they've developed full-stack AI agent capabilities using tools like LangChain and LangGraph. Guided by leadership with deep academic and industry backgrounds, the company