

Growth rate assay visualization
Problem: a fermentation team needed reliable routine calculation of strain physiological parameters and quality of estimates comparable across experiments.
Solution with Riffyn: Python was used to generate online dashboards via the Nexus API of strains’:
• Highest measured growth rate
• Lag hours in onset of highest growth rate
• R2 value of growth rate fit
Impact: Enables within- and across-experiment visualization of user-selected strains.