Jeff Cummerata

AI Agent & Backend Engineer specializing in intelligent systems that merge LLMs, RAG, and Model Context Protocol MCP with robust backends in Python, Node.js, and Laravel. I design and deploy autonomous AI workflows—lead qualification, CRM automation, internal knowledge assistants, and real time decision agents—that integrate deeply into your existing SaaS or enterprise infrastructure. My solutions combine LangChain, CrewAI, and custom MCP servers with scalable AWS architecture Lambda, EC2, RDS, SQS to ensure low latency, high reliability, and cost efficiency. I’ve helped clients reduce support overhead by 74%, generate 3.2x more qualified leads, and ship investor ready MVPs in 4–6 weeks. Whether youre a Laravel based business adding AI or a startup building agent native products, I deliver production grade systems that work—not just prototypes. Trusted by SaaS companies and tech teams across North America and Europe for clean code, clear communication, and measurable impact.