Working under Chelsea Finn. Currently working on agents.

• Developed a method to fine-tune LLMs using a single sentence of feedback. First author, ICML '24: https://arxiv.org/abs/2402.10893

• Applied Meta-RL to automatically grade students' coding submissions. Co-first-author, NeurIPS '22 (oral): https://arxiv.org/abs/2211.08802

Trunk Tools solves the skilled labor shortage by enabling project leaders to increase workforce productivity, safety and profitability by aligning incentives from top to bottom, encouraging efficiency and positively motivating the workforce.