Making secret scanning more trustworthy: Reducing false positives at scale

Mariko is a Principal Applied Scientist at Microsoft who leads the development of agentic AI workflows for cybersecurity operations. Her work centers on using large language models and agentic systems to bring frontier AI research into practical products and operational environments.

Professional Role

• Principal Applied Scientist at Microsoft.
• Leads agentic AI workflow development for cybersecurity operations.

Research and Technical Focus

• LLM-powered systems.
• Agentic workflows.
• Applying frontier AI research to real-world products and operations.

Overall, Mariko’s work connects advanced AI research with practical cybersecurity and enterprise applications.