With 28 years in risk analytics, AI, and Generative AI, I’ve built a global career at the intersection of finance and technology. Holding a PhD and multiple industry-leading certifications, including PMP, Professional Machine Learning Engineer (Google Cloud), AWS Machine Learning Specialty, ...more

With 28 years in risk analytics, AI, and Generative AI, I’ve built a global career at the intersection of finance and technology. Holding a PhD and multiple industry-leading certifications, including PMP, Professional Machine Learning Engineer (Google Cloud), AWS Machine Learning Specialty, Microsoft Machine Learning Specialty, and DAMA Certified Data Management Professional, I specialize in transforming complex challenges into strategic solutions. Starting in banking, I mastered risk management and advanced analytics, delivering IFRS 9 ECL review projects for over 200 clients across Saudi Arabia. My expertise includes Basel Reporting, ICAAP, and Stress Testing, utilizing SAS, R, Python, Moodys, and OFSAA platforms. As a Strategic Risk Consulting Leader, I’ve led global teams in developing and validating models for stress testing, PD, LGD, and EAD, optimizing RWA, and establishing bank-wide risk appetite frameworks. My deep understanding of regulatory frameworks such as Basel 2 and 3, IFRS9, FRTB, BCBS239, CCAR, and PRA stress tests has helped global banks ensure compliance and operational excellence. A recognized expert in Generative AI, Machine Learning, and Large Language Models (LLM), I’ve delivered transformative solutions to enhance decision-making, automate processes, and optimize operations. My technical expertise spans AI-driven algorithm design, risk analytics, data analytics, and data management, leveraging cloud platforms like Google Cloud, AWS, and Microsoft. I lead "AI for ALL," a global initiative empowering all specially women through AI education and job orientation. By democratizing AI education, this program equips men and women with valuable skills, fostering a diverse and inclusive tech workforce. As a speaker at global forums and author of numerous papers, I share insights into economic capital modeling, ICAAP, Generative AI, and emerging technologies. My thought leadership helps drive innovation in AI and risk analytics, particularly in FinTech and advanced financial solutions. I thrive on pushing the boundaries of AI, risk analytics, and data management. With a passion for leveraging technology to solve critical business challenges, I continue to explore new opportunities for innovation and collaboration. Let’s connect to drive strategic growth and shape the future of AI and advanced analytics.less