I’m a software engineering and AI professional with over 10 years of experience in Big Data, Cloud Computing, enterprise platforms, and scalable data systems. My expertise includes Azure, AWS, Google Cloud Platform, Power BI, Java, Python, and AI-driven solution design. My recent work focuses on Large Language Models, Retrieval-Augmented Generation, transformer optimization, quantization, fine-tuning, MLOps, and AI governance, particularly for financial services and regulated enterprise environments. I have also authored research publications in AI, cloud-native LLM deployment, intelligent data engineering, and self-optimizing ETL systems. On Topmate, I’m here to help professionals, students, and researchers with career guidance, cloud and data engineering, AI/LLM strategy, research publications, technical mentoring, and navigating opportunities in emerging technologies.