I help raise the security bar for Amazon Sagemaker at AWS. My work highlights my interests in network protocols, applied cryptography, and ML security.
Research Work
- Leveraging Security Tooling Representations for Model Alignment (arXiv 2025)
- MAPLE: Specialized Modular Neural Architectures for Multi-Agent Reinforcement Learning (arXiv 2025)
- ACSE-Eval: Can LLMs threat-model real-world cloud infrastructure? (arXiv 2025)
- Representation Engineering for Large-Language Models: Survey and Research Challenges (arXiv 2025)
- A Field Experiment to Study the Effect of Ad-Blocking and Anti-Tracking on Consumer Behavior (Economics of Digital Services 2022)
- Chapel comes of age: Making scalable programming productive (Cray User Group 2018)
News
- 01/2025: A company that I started with a friend is now acquired.
- 12/2024: I'm working on a short film. More to come soon.