About

Our Team

Lilly Roelofs

Data Scientist
Data scientist with a background in machine/deep learning, software development, and data analysis applied to various biomedical domains

Expertise

Data processing pipelines
Feature extraction & clustering algorithms
Neural signal processing & neural engineering
Biological image analysis & computer vision

Education

B.S. Biomedical Engineering, University of Houston, Minors in Mathematics & Data Science

Experience

  • Designed a semi-automated video and image processing pipeline for clinical trial data analysis
  • Published research on a novel data analysis framework to detect indiscernible/ambiguous samples; applied to medical imaging (CTs, MRIs)
  • Developed an end-to-end process for biophysical simulation data generation, analysis, and visualization

Background

  • Concentration in Neural, Cognitive, and Rehabilitation Engineering
  • Experienced with computational simulations in biophysics, neural signal generation, and CAD/FEM models
  • Utilized neural network & machine learning models for object detection, feature extraction, and signal processing tasks