AI Agents, LLMs, Data, and Infrastructure for Shopping AI in Amazon's Mobile App. Currently leading AI agent and data initiatives for Buy for Me, Amazon's AI shopping agent. Previously led training and evaluation data efforts for Rufus, Amazon's LLM-powered shopping assistant.

Search, Q&A, Personalization, and NLP for Google Analytics

Software engineer detailed to In-Q-Tel to help establish Lab41, an original partnership among industry, academia, and the U.S. Intelligence Community for developing open source technologies. Regularly develop software to improve big data analytics through machine learning algorithms, advanced infrastructures, and data-driven interfaces.

Partnered with In-Q-Tel's venture and technical teams to help guide several investments in big data and advanced analytics solutions from leading startups. Led adoption of technologies and data driven efforts.

Produced original national security analysis based on disparate and large bodies of data from a variety of sources. Authored numerous articles in the foremost publications guiding U.S. national security policy. Delivered strategic and tactical briefings to national security leadership – including the White House and Pentagon – on topics such as cybersecurity and politics in the Middle East.