Reilly Raab Email & Phone Number

I currently conduct research on multiagent systems and agentic Language Model programs.

As part of the Human-Centered Machine Learning Group at UC Santa Cruz, I researched the real-world, human consequences of deployed machine learning (ML) systems. I proposed original research questions, derived theoretical results, designed numerical experiments, authored computational simulations, wrote papers, and presented my research in top ML conferences, such as NeurIPS (3 conference publications including a Spotlight Paper Award), ICLR (1 workshop paper with a best-paper runner-up award), and AAAI (1 conference publication).Accomplishments:* Described dynamics of systems of mutual learners using evolutionary game theory.* Established adversarial bounds for fairness violation due to distribution shift.* Discovered exact, least-squares correspondence between replicator dynamics and natural gradient descent.* Adapted online reinforcement learning methods to systems of mutually interacting learners.* Mapped machine learning with policy-induced distribution shift to a novel constrained optimization algorithm.* Wrote multi-agent simulations in Python using JAX and Taichi for GPU acceleration.

Reno, Nevada, United States

As a startup company, Breadware, Inc. offered consulting and rapid prototyping for internet-of-things (IoT) products. My role at the company was to build proprietary tools to modularize device development and automate associated engineering tasks.Accomplishments:* Wrote proprietary software to automate electronic design tasks, such as PCB layout (Python).* Mapped abstract hardware APIs to I2C bus protocols for modular embedded devices (Python, C).* Implemented web-based testing of user-logic for embedded devices in simulated environments (JavaScript).

Doctor Of Philosophy - Phd, Computer Science And Engineering, 3.75 / 4.00

ARCS Scholar Dean's Fellow Regents Fellow Dissertation Year Fellow Advancement with Honors

Bachelor Of Science - Bs, Physics, 3.77 / 4.00

College of Creative Studies High Honors Distinction in the Major Education Abroad Scholarships