I’m an AI Engineer focused on building production-grade agentic AI, LLM-powered applications, and end-to-end automation that solve real business problems. I work across the full lifecycle—designing multi-agent and RAG systems, integrating reliable tool calling and guardrails, and deploying them with strong engineering practices so they perform consistently in production. Most recently, I’ve been building multi-agent and real-time voice AI systems for a US medical-technology client, including real-time voice pipelines (speech-to-text, LLM reasoning, and text-to-speech) and workflow automation that connects to CRMs, calendars, databases, and enterprise tools. I enjoy making AI both measurable and dependable through evaluation, observability, structured outputs, and cost/latency optimization using modern LLMOps and cloud infrastructure.…I’m an AI Engineer focused on building production-grade agentic AI, LLM-powered applications, and end-to-end automation that solve real business problems. I work across the full lifecycle—designing multi-agent and RAG systems, integrating reliable tool calling and guardrails, and deploying them with strong engineering practices so they perform consistently in production. Most recently, I’ve been building multi-agent and real-time voice AI systems for a US medical-technology client, including real-time voice pipelines (speech-to-text, LLM reasoning, and text-to-speech) and workflow automation that connects to CRMs, calendars, databases, and enterprise tools. I enjoy making AI both measurable and dependable through evaluation, observability, structured outputs, and cost/latency optimization using modern LLMOps and cloud infrastructure.WWWW…