I am a results-driven Generative AI Engineer with over 5 years of experience in machine learning, deep learning, and AI, specializing in large language models and multimodal systems. I design and fine-tune GPT, T5, BERT, and Transformer-based architectures using Hugging Face Transformers, LangChain, and OpenAI APIs to build advanced text, image, and code generation applications. I have hands-on experience deploying scalable AI pipelines across AWS, GCP, and Azure, integrating vector databases for retrieval-augmented generation, knowledge graphs for context-aware reasoning, and monitoring with Prometheus, Grafana, and OpenTelemetry. I am passionate about responsible AI, governance, and regulatory compliance, with emphasis on GDPR and HIPAA, and I enjoy turning model outputs into actionable business insights via dashboards and BI tools.…I am a results-driven Generative AI Engineer with over 5 years of experience in machine learning, deep learning, and AI, specializing in large language models and multimodal systems. I design and fine-tune GPT, T5, BERT, and Transformer-based architectures using Hugging Face Transformers, LangChain, and OpenAI APIs to build advanced text, image, and code generation applications. I have hands-on experience deploying scalable AI pipelines across AWS, GCP, and Azure, integrating vector databases for retrieval-augmented generation, knowledge graphs for context-aware reasoning, and monitoring with Prometheus, Grafana, and OpenTelemetry. I am passionate about responsible AI, governance, and regulatory compliance, with emphasis on GDPR and HIPAA, and I enjoy turning model outputs into actionable business insights via dashboards and BI tools.WWWW…