Biotech & healthcare
Tutorials for bioinformatics, medical imaging, and other life-sciences workloads.
Genomic alignment
Align sequencing reads to a reference genome with a cached, parallel Bowtie 2 pipeline.
Cross-species gene comparison
Compare homologous genes across species with Carbon scoring, sequence alignment, and ESMFold 3D structures.
Genomic variant effect prediction
Zero-shot pathogenicity scoring with HuggingFace Carbon and interactive VEP reports.
Brain tumor MRI classification
Classify brain MRI scans with a two-phase EfficientNet-B4 pipeline featuring resumable GPU checkpointing and in-UI reports.
Drug molecule screening agent
Agentic virtual screening with RDKit stage tools, Lipinski filters, and ranked drug-likeness reports.