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Ph.D. Student

Princeton RL Lab

Researching reinforcement learning and machine learning ethics.

• Reinforcement Learning
• Privacy-Preserving Machine Learning

Senior AIML Researcher

Leidos Inc

Led AI/ML research projects and contributed to major corporate initiatives.

• C4ISR Graph-based Reinforcement Learning System
• Privacy Enhancing Technologies
• Intern Program Management
• Principal Investigator for various AI/ML initiatives

Data Analyst

Model B

Developed data analytics platforms for campaign-based marketing data.

Ph.D.

Princeton University

Computer Science

M.S.

Georgetown University

Mathematics & Statistics

B.A. & B.S.

Georgetown University

History (Honors) & Mathematics, Minor in Economics

The Illusion of Insight in Reasoning Models

arXiv

Grounded-Retrieval Adversarial Imitation Loop: Integrating Language, Agent, and World Models

NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning

BlindFL: Segmented Federated Learning with Fully Homomorphic Encryption

Pre-Print

Explainability for Unmanned Aerial Vehicle Control via Multi-Objective Reinforcement Learning

2025 IEEE Aerospace Conference

Large Language Model Inference over Confidential Data Using AWS Nitro Enclaves

AWS Machine Learning Blog

Privacy-Enhancing Technologies for AI Systems: A Tutorial

Proceedings of the 10th ACM International Workshop on Security and Privacy Analytics (IWSPA)

Leidos Researchers Compete to Develop the Best Unmanned Surface Vessel Models

Leidos Insights Blog

Privacy-Enhancing Technologies: Protecting Data In Use

Leidos Insights Blog

Enabling Fully Homomorphic Encryption with Amazon SageMaker Endpoints for Secure, Real-Time Inferencing

AWS Machine Learning Blog

Hyperdimensional Computing Encoding Schemes for Improved Image Classification

IEEE 2022 International Symposium on Technologies for Homeland Security

Preserving Patient Privacy during Computation over Shared Electronic Health Record Data

Springer Nature Journal of Medical Systems

Pre-Endoscopic Intubation for Emergent GI Bleeding Associated With Increased Adverse Outcomes

The American Journal of Gastroenterology

Effects of a Resident-Led Subject Exam Review on Mean Scores of Internal Medicine Subject Exam: A Case-Control Study

Med. Scie. Edu.

Leidos CTO Office Purple Dollar Award

Leidos

Received for successful transition of internal research to customer-paid projects.

Leadership, Excellence in Integrity: Rising Star

Leidos Annual Achievement Award

Recognized for leadership potential.