6.36B-parameter cancer genomics transformer

Precision cancer therapy, grounded in evidence

Quark predicts drug response from genomic mutations with a 6.36B-parameter transformer — 100% cancer-type accuracy and 96.15% drug-response accuracy, calibrated against 1,227 CIViC clinical-evidence entries.

6.36B
Model parameters
100%
Cancer-type accuracy
96.15%
Drug-response accuracy
1,227
CIViC evidence entries

Platform capabilities

An integrated clinical workspace spanning prediction, simulation, imaging, and compliance.

Digital Patient Twins

Genomic, proteomic, and imaging data integrated per patient for personalized treatment modeling.

3D Drug Simulation

Visualize and simulate chemotherapy treatments at the molecular level before administration.

Physics Engine

Deterministic cancer-spread modeling with conservation laws and temporal dynamics.

Medical Imaging

BiomedCLIP-powered pathology image classification and tissue analysis.

CRISPR Protocol Generator

AI-designed therapeutic gene-editing protocols with Ensembl gene lookup.

CAR-T Cell Designer

Multi-antigen targeting with AI-optimized immune-cell engineering protocols.

Drug Interaction Checker

Real-time interaction analysis from a clinical database for safer prescribing.

Analytics Dashboard

Patient cohort analytics and visualizations powered by real clinical data.

FDA Compliance

Regulatory tracking for clinical-trial readiness and submission preparation.

Lab Results

Laboratory ordering, tracking, and result management with trend analysis.

Clinical Encounters

Encounter scheduling, documentation, and FHIR/DICOM-compliant records.

Built with

PyTorch FSDPAzure MLNext.js 15 / React 19FastAPICUDA 12.6WebGL 3DTypeScript