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.