Methods & Tooling

Interactive Data Analytics and Visualization for Molecular Insight

We transform complex biomedical data into clear, actionable insights through state-of-the-art analytics and visual storytelling. Our platform combines statistical rigor with modern visualization frameworks such as Plotly for dynamic charts and NGL Viewer for interactive 3D molecular models. Whether you're exploring large-scale omics datasets or probing protein structure-function relationships, we deliver visualizations that help scientists and stakeholders make informed decisions—fast.

Interactive Dashboards: Our dashboards, powered by Plotly, enable dynamic filtering, zooming, and comparison of experimental data—ideal for exploring time courses, dose responses, and clustering outcomes without needing to export data or write code.
3D Molecular Visualization: Protein structures and complexes are rendered with NGL Viewer, allowing users to rotate, zoom, and inspect molecular interfaces, HDX protection patterns, and simulation overlays directly in the browser.
Custom Analysis Pipelines: We offer tailored analytics workflows, from dimensionality reduction and clustering to structural alignment and hydrogen bond quantification—each designed to suit your dataset and scientific question.
Publication-Ready Outputs: All visualizations can be exported as high-resolution images, videos, or interactive HTML—perfect for publications, presentations, or collaborative review across multidisciplinary teams.