Ashia Livaudais • Mercury Data Science

Ashia Livaudais

Data Engineer

Expertise in building AI and ML solutions with experience handling biological and healthcare related datasets

Expertise

Deep learning for anomaly detection and healthcare
Computer vision
Graph and generative modelling
Big data pipeline management

Education

BS, Physics, Biology, Computer Science, University of Alabama

Background

Panel spokesperson at ML4Physics Workshop at NeurIPS 2022
Published state-of-the-art approach for generalization and
anomaly detection with ML4Physics at NeurIPS 2022
Published novel approach for generative modelling in X-Ray
reconstruction with ML4Health at NeurIPS 2022
Published novel generative model architecture for healthcare
with ICCV 2021

Experience

Design and development of full stack cloud architectures for digital health tools
Construction of tools for hands-off optimization
Domain-Specific Scientific Computation
Design of deep learning methods for improved generalization and precision

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