About me

I bring a blend of business and analytical depth from data science, deep technical expertise in AI & ML engineering, and strategic, client-centric communication shaped by top-tier consulting. I enjoy seeking and solving complex problems, building applied AI capabilities in regulated environments where real-world constraints matter. My expertise spans machine learning, data science, LLMs, generative AI (GenAI), agentic AI, MLOps, LLMOps, solution architecture, data engineering, and business analytics, grounded in a strong understanding of client priorities, business value, and industry domain knowledge. My experience working across global markets (CN, IN, ES, VN, PH, SG) and industries (e.g., financial services, insurance, healthcare, manufacturing) has shaped a practical perspective on how data and technology drive transformation, which I apply to help organizations unlock tangible value through AI. At BCG, I drive end-to-end enterprise AI, GenAI, and Agentic AI initiatives, shaping solution architecture and guiding development and deployment.