I bring 18 years of experience building production-grade data, cloud, and AI systems that are secure, scalable, and resilient. I have led production-grade AI and analytics initiatives across regulated domains such as healthcare, fintech, and data security, emphasizing reliability, governance, and responsible innovation. I hold 8 Google Cloud certifications and 4 AWS certifications, and I serve as an AWS Exam SME. Beyond engineering, I actively contribute to developer communities through speaking, mentoring, and thought leadership, helping teams move from experimentation to trustworthy, real-world AI systems.