I am a results-driven AR/AI/Data Engineer with 10+ years designing production-grade AI systems, enterprise data pipelines, and secure, RBAC-governed retrieval workflows. I specialize in LLM application engineering (RAG, tool calling, red-teaming), NLP services, and cloud-native data platforms spanning Snowflake, AWS, and DBT. My work focuses on delivering scalable automation, strong observability, and measurable impact in security-sensitive environments. I build enterprise-grade AI UX and retrieval pipelines, including explainability interfaces (e.g., MetaHuman/UE5) and policy-based data protections, and I have led multiple secure GIS and geospatial data projects for government and industry clients.…I am a results-driven AR/AI/Data Engineer with 10+ years designing production-grade AI systems, enterprise data pipelines, and secure, RBAC-governed retrieval workflows. I specialize in LLM application engineering (RAG, tool calling, red-teaming), NLP services, and cloud-native data platforms spanning Snowflake, AWS, and DBT. My work focuses on delivering scalable automation, strong observability, and measurable impact in security-sensitive environments. I build enterprise-grade AI UX and retrieval pipelines, including explainability interfaces (e.g., MetaHuman/UE5) and policy-based data protections, and I have led multiple secure GIS and geospatial data projects for government and industry clients.WWWW…