I am a versatile data professional with a Master of IT in Business, specializing in AI, Fintech, and Analytics. My career spans diverse sectors, including government ministries and agencies, banking and finance, property management and hospitality, high tech, telecommunications, retail, and attractions. I am passionate about transforming data into actionable intelligence that drives innovation and strategic decision-making.As the Managing Director of Attribute Data, I focus on helping organizations develop impactful data use cases and minimum viable products (MVPs). My experience includes designing data solutions that leverage comprehensive customer insights and business profiling to enhance operational efficiency and customer experiences.I am proud to be recognized as an honoree in IMDA's 2023 SG Top 100 Women in Tech, celebrating my contributions to the tech community and highlighting the importance of women's roles in this field. Additionally, I am actively involved in the venture capital space with Protege Ventures, where I oversee portfolio companies. This role allows me to engage deeply with startups and emerging technologies, providing a unique perspective on valuing and accelerating business growth.With a background in blended learning design pedagogies from the Institute of Adult Learning, I bring a strong domain understanding to my work. I lead data discovery workshops that align with organizational goals and facilitate the development of technology roadmaps that drive success.My track record includes conducting data discovery workshops and implementing data use cases in phases for organizations. I am committed to harnessing the power of data across various industries to help organizations navigate the complexities of data utilization and technology integration. I am also currently pursuing my Chartered Fintech Professional accreditation.Let’s connect to explore how we can collaborate on leveraging data for impactful outcomes!