-Designed, developed, and deployed the generative AI models using Google Cloud Platform's Vertex AI and other cloud services.-LLM-RAG-MLOps

-Managed Service Provider (MSP) delivers services, such as network, application, infrastructure, and security via ongoing and regular support and active administration on customers' premises.-Solving customers' technical issues with GCP and providing technical support services.-Ability to communicate and troubleshoot with customers or investigate with Google Support.-Monitoring, logging, exception tracking, and analysis.-Scalability cloud system architecture design, improvement, and maintenance automation.

-Disease risk assessment Using health checks to predict the incidence of chronic diseases (Coronary Heart Disease, Diabetes, Hypertension, Stroke, Cardiovascular events) in the next ten years.With 5-fold cross-validation, each chronic disease's average absolute error is below 0.5.-Bioage researchUsing health check values to estimate physical and visceral age and published the article in the ICIM 2020.