Big data analytics experts

Develops reference models and data science pipelines for predictive maintenance on industrial data.

Patents a system that vectorizes word meanings and retrieves information by vector similarity.

Builds enzyme function databases and genomics workflow management systems on supercomputing platforms.

Integrates molecular, genomic, proteomic and clinical datasets into multimodal models for toxicity screening.

Integrates data lake tables and resolves entities with few labels using machine learning.

Designs distributed graph analytics and operational data analysis for exascale supercomputers.

Develops Matrix Profile methods for anomaly detection and pattern discovery in massive time series.

Runs automated closed-loop experiments that pair high-throughput data with Bayesian optimization.

Applies domain-informed machine learning to sensing and imaging data for automated defect detection.