Nicole Ma

Hi! I'm an undergrad at Stanford studying CS. I'm generally interested in mech interp, reasoning, and systems. I've worked on distillation and hardware-aware ML @ SAIL, spatial reasoning and physical optimization @ Topological, and geophysical modeling @ NASA. I’ll be working on Gen AI software and GPU environments @ NVIDIA this summer.

On the side, I like to write and edit Wikipedia articles. Articles I've worked on in my areas of interest (music, literature, technology, China, and the Middle East) have received 100M+ views. I'm involved in post-colonial research at Stanford, and in the past I was a ranked Geoguessr player and DJed a radio show on political alternative music.

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Selected Projects

Diffusion LLM optimized for reasoning and efficiency at inference time with SFT + RL for dynamic diffusion step adaptation and remasking scheduling

Multi-agent RL + tool use framework for detecting and patching security vulnerabilities in codebases

Brain-computer-interface and agentic AI system for brain-powered natural language commands for hands-free computer control

Counterfactual analysis of dollar diplomacy using synthetic controls and causal inference

Selected Awards

1st Place ($40k) @ Mercor x Cognition x Etched Hackathon

Most Impressive Technical Feat @ Pear VC x Anthropic hackathon

1st Place Scrapybara Award ($16k) @ Treehacks

Various hackathon awards: 1st Place @ Google igniteCS Programming Expo, 1st Place @ GameGala, Best Web App @ HackTable, Best AR/VR App @ LightHouse Hacks, HM @ HackVH, One Percenter Award @ Project Euler

Various science fair awards: Finalist in Math/CS @ NJSHS, 1st Place @ JSHS, 3rd Place @ CSEF, 1st Place @ OCSEF, Association of Women in Water, Energy, and Environment Award, NASA Earth System Science Award, the Energy Coalition First Place Award