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Twenty years ago, I embarked on a journey that would take me across the dynamic landscapes of Singapore, New Zealand, Malaysia, Myanmar, and Pakistan. With each step, I uncovered the immense potential of data as the lifeblood of modern organizations. My passion for solving complex business problems using data led me to work with global giants like Oracle, Hong Leong Bank, and DBS Bank, where I helped bridge the gap between data potential and strategic outcomes. Throughout my career, I’ve seen how organizations thrive when they treat data not as a byproduct but as a core driver of value. This belief inspired me to author *I Am Datapedia!* and innovate frameworks like the PVP (Productionizable Viable Product) Approach and DAC (Data and AI Cognitive) Architecture. These tools have helped companies navigate the complexities of digitization and transformation while keeping their people and goals at the forefront. One of the proudest moments of my career was designing a multi-layer tenancy model for structured and unstructured data ecosystems. It wasn’t just about solving a technical challenge—it was about enabling scalability and efficiency for businesses in a rapidly evolving digital landscape. Similarly, leading major data warehouse migrations allowed me to witness firsthand the power of modernization in unlocking new opportunities for analytics and insights. I’ve always believed that great data strategies start with great foundations. That’s why I’ve dedicated much of my career to establishing enterprise-wide standards and governance frameworks, ensuring organizations have the tools they need to build on solid ground. Along the way, I’ve also shared my learnings with the world—whether by hosting globally recognized data-centric podcasts or mentoring teams on how to harness the power of data and AI. Today, I see myself as more than a data professional. I am a storyteller, strategist, and builder, helping organizations turn data into a competitive advantage. I envision working with forward-thinking companies to embed data at the heart of their strategies. My mission is simple: to empower businesses to embrace data-driven decision-making and unlock new possibilities for growth, innovation, and resilience. Every organization has a story. Let me assist yours be powered by data.
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