Recent Work
Writing & Papers
- Attack Selection in Agentic AI Control Evaluations Meaningfully Decreases Safety
Paper, ICML 2026 AI4GOOD, AI-WILD, and FAGEN, Jun 2026 · arXiv opens in a new tab
- When Offline Selectors Cannot Beat the Best Single Model: A Diagnostic Study on edX Dropout Prediction
Paper, ICML 2026 DEMO Workshop, Jun 2026 · arXiv opens in a new tab
- Same Facts, Different Updates: Inference Setup Shapes LLM Behavior in Medical Allocation
Paper, ICML 2026 AI4GOOD + Pluralistic Alignment Workshops, May 2026 · OpenReview opens in a new tab
- Attack Selection in Agentic AI Control Evals Can Decrease Safety opens in a new tab
Essay, LessWrong, Apr 2026
- Asymmetric Goal Drift in Coding Agents Under Value Conflict
Paper, AI-WILD Workshop at ICLR 2026, Mar 2026 · arXiv opens in a new tab
- Inherited Goal Drift: Contextual Pressure Can Undermine Agentic Goals
Paper, AI-WILD Workshop at ICLR 2026, Mar 2026 · arXiv opens in a new tab
Talks
- Hierarchical Reasoning Models
Talk, Latent Space Paper Club, Sep 2025
- Language Diffusion Survey
Talk, Latent Space Paper Club, May 2025
Selected Posts
all ideas →
How collaborative apps handle conflicting edits
A survey of last-writer-wins, operational transformation, CRDTs, optimistic concurrency, and locks, and what each one does when two people edit the same thing at once.
A full-stack AI calorie tracker PWA
A mobile-first nutrition PWA that estimates calories and macros from food photos, scans barcodes and menus, and turns model output into a reviewable first draft.
Git worktrees: branches without the context switch
Work on multiple branches at once without ever touching git stash.
CUDA Fundamentals: Tiled Matrix Multiply & Bitonic Sort
Writing real GPU kernels, exploring shared memory tiling, parallel sorting algorithms, and performance optimization on an NVIDIA H100.
Notes on Effective ML Research
A summary of my takeaways from three influential articles on conducting effective empirical AI alignment research.
Using uv: A Modern Python Workflow
An introduction to uv, a fast, Rust-based tool for Python packaging
Concurrency and Parallelism
A dive into concurrency and parallelism across different levels of computer systems
Master of Science in Computer Science
What I studied and built during Georgia Tech's MSCS program in machine learning and computing systems