Derek Austin Email and Phone Number

Tech lead of a 4 person team developing proprietary metrics and algorithms for use within our product. Led the design, research and implementation of our semantic segmentation product and our proprietary automatic prompt engineering algorithm.

Member of the Z-Group led by Richard Zemel focusing on computer vision specifically on the self-supervised and semi-supervised domain.Published two papers focusing on using large language models to solve undergraduate level STEM classes. Papers:Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability - published at AIED: https://link.springer.com/chapter/10.1007/978-3-031-11647-6_127A Dataset and Benchmark for… Show more Member of the Z-Group led by Richard Zemel focusing on computer vision specifically on the self-supervised and semi-supervised domain.Published two papers focusing on using large language models to solve undergraduate level STEM classes. Papers:Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability - published at AIED: https://link.springer.com/chapter/10.1007/978-3-031-11647-6_127A Dataset and Benchmark for Automatically Answering and Generating Machine Learning Final Exams: https://arxiv.org/abs/2206.05442 Show less

Created and designed relevant operational analytics for healthcare provider leading to increased financial, and operational transparency cutting costs by >$3 Million. Led communication between 4-member team and 40-member client team. Built a hospital capacity modeling simulation focusing on patient-agent decision making.

Coded/implemented a Python K-Means clustering Machine learning algorithm to segment customers, while also doing various marketing research on various regions.