Data & AI Architect with a decade of experience building scalable data platforms, MLOps systems, and GenAI solutions across AWS, Azure, and Databricks. I’ve led large enterprise programs where I designed modern data architectures, automated ML workflows, created RAG-based applications, built robust data quality systems, and delivered cloud-native analytics products. I specialize in solving complex technical challenges—optimizing pipelines, improving data reliability, architecting end-to-end AI solutions, and guiding teams through cloud and platform decisions. My experience includes leading cross-functional engineering teams, mentoring developers, and driving innovation across healthcare, pharma, and enterprise data ecosystems. On Topmate, I help individuals with architecture reviews, technical mentorship, career guidance, interview preparation, and hands-on debugging across data engineering, MLOps, and AI. If you’re looking for clarity, direction, or expert support on your data or AI journey, I’m here to help.