Biomedical Engineering

Model a tumor-response bacterial circuit with SBOL and sensitivity analysis to see how hypoxia and pH gates affect robustness.

Design and test a soft robotic cuff that maps pressure patterns to lymphatic-flow models, using sensors, control logic, and data analysis.

Build an AR suturing trainer and test how visual feedback, tracking, and ML scoring improve stitch spacing, consistency, and accuracy.

Train a graph-neural-network model to rank transcription-factor cocktails and test how well it predicts cardiomyocyte reprogramming efficiency.

Measure finger rewarming after cold stress, then build a model that predicts Raynaud’s severity from thermal imaging data.

Build and test a haptic glove that turns depth-camera data into vibration cues, then measure how well users avoid obstacles.

Build an ImageJ and ML workflow to quantify fibroblast alignment, compare substrate stiffness, and link cell movement to wound-healing speed.

Build a smartphone AI pipeline that classifies tongue images, calibrates color, and tests how well features predict health screening labels.

Design a miniprotein binder for IL-6 and score its developability with free tools, building skills in protein design, docking, and analysis.

Build and test a triage chatbot, then measure calibration, red-flag detection, and fairness across patient groups.