Knowledge of MLOps AIOps model monitoring and AI observability frameworks, Experience supporting Generative AI Machine Learning or AI platform initiatives, Analytics Dashboarding BI, Creating executive dashboards for GenAI insights usage performance cost reliability, Relevant cloud certifications Azure Data Engineer Databricks Snowflake, Data Engineering Pipeline Development, Building scalable batch and streaming pipelines for GenAI data telemetry usage model outputs

Cloud Platforms (AWS/Azure/GCP), Microservices & Real-Time Inferencing, Distributed Big Data Systems, Generative AI Solutions, ML Production Deployment, System Architecture Design