I lead data, analytics & AI strategy for APAC, working with customer CxOs to help create and implement pragmatic transformations using an intersection of new technologies. Prior to AWS, I worked with Accenture, Deloitte and IBM, where I led sales and solutions of new service lines that delivered successful digital programmes for Fortune 500 companies. I specialize in achieving value from innovative technologies for sales, marketing, supply chain and operations functions. Being based in Singapore, I have done business in 12 countries in the region. Areas of expertise: - Data monetisation and value realisation using AI-ML - Digital team establishment and leadership - Cloud solutions and professional services BD & sales - Analytics/AI strategy, data operating models, transformation roadmaps - Analytical marketing, customer experience & sales transformation - Supply chain optimisation and forecasting - Transformation, innovation and change ------------- I am a Singapore PR & Australian citizen.