I am a senior applied AI engineer with over 10 years of experience building production AI systems, cloud platforms, and backend services. I have hands-on experience with LLMs, tool calling, RAG, multi-step orchestration, and AWS-based infrastructure, with a strong focus on reliability, safety, observability, and evaluating AI systems in production. I’ve shipped large-scale features for real users, including agent workflows, retrieval pipelines, and monitoring systems optimized for quality, latency, and cost. I’m passionate about making AI practical, safe, and scalable in real-world environments.…I am a senior applied AI engineer with over 10 years of experience building production AI systems, cloud platforms, and backend services. I have hands-on experience with LLMs, tool calling, RAG, multi-step orchestration, and AWS-based infrastructure, with a strong focus on reliability, safety, observability, and evaluating AI systems in production. I’ve shipped large-scale features for real users, including agent workflows, retrieval pipelines, and monitoring systems optimized for quality, latency, and cost. I’m passionate about making AI practical, safe, and scalable in real-world environments.WWWW…