Summary
Plato Leung is an Associate Director of AI based in Hong Kong with 14 years of experience applying data science and ML to finance, insurance and consulting. He combines hands-on expertise in NLP, LLM/RAG solutions and explainable ML with proven MLOps delivery on Azure and Databricks, guiding projects from scoping through production and stakeholder communications. His background spans deploying GenAI-driven insurance use cases (distribution, underwriting, claims automation), building PII masking and AI-safety evaluation tooling, and leading cloud-native CI/CD practices for models. Comfortable translating complex technical work into non-technical business value, he has also acted as scrum master and led cross-functional teams to operationalize ML pipelines. Notably, he blends traditional predictive modelling (CLTV, underwriting) with cutting-edge agentic RAG prototypes, reflecting a pragmatic focus on scalable, auditable AI.
13 years of coding experience
7 years of employment as a software developer
The University of Hong Kong (HKU)
Hong Kong University of Science and Technology (HKUST)