Jonathan Herrera

At Ocelot / Gravyty, I design and ship production agentic systems and RAG pipelines over millions of documents, owning architecture, APIs, data layers, multi-cloud deployment, and incident response end to end. I build reliability layers with structured outputs, evaluation harnesses, hallucination and prompt-injection defenses, and monitoring that helps AI systems operate with greater autonomy. I've also delivered voice-enabled conversational AI at Softconsulting and published peer-reviewed ML and cybersecurity research on anomaly detection and phishing. I work across Node.js, TypeScript, Python, AWS, GCP, Kubernetes, and React, and I can explain product capabilities directly in English or Spanish during customer conversations.