I'm currently a research intern at MILeS, working on LLM reasoning. I work to make LLMs more capable and safer, even as they get smarter than the people steering them.
Recent Research
↗Temporal Predictors of Outcome in Reasoning Language Models
Transformer-based localization of uveitis symptoms
Selected Projects
↗Latent Intent
2026AI-safety interpretability work toward detecting hidden objectives and scheming, even when an LLM's outward behavior is held fixed.
Trajelysis
2026Framework for visualizing, decomposing, and analyzing layer-wise latent trajectories during generation.
Agentica
2024Modular agentic framework for automation, learning, and research.
Heuristic Retrieval for Latent Reasoning
2025Latent-space guidance system for Meta's Coconut model.
