Jayson Pryde is a research & development engineer at Trend Micro, focusing on researches and systems development related to application control and whitelisting. He has been applying supervised learning to classify good and malicious portable executable (PE) files, as well high-risk data file, such as java scripts. In addition, he has been doing unsupervised learning to group vulnerabilities. Aside from machine learning, he has been working with expert systems, sandbox environments for extraction, installation, and analysis purposes. Jayson has completed the academic work towards a Masters in Electronics & Communications Engineering at ADMU (Ateneo de Manila University).