About BioGiant

An early-stage project building decision-support tools for CRISPR therapy design with scientific rigor and transparency at its core.

Where We Are Now

  • MVP developed with working prototype (Streamlit interface)
  • Core AI model for CRISPR gRNA design and scoring
  • Exploring academic partnerships for benchmarking
  • No external funding; self-funded research project
  • Actively seeking researcher collaborations

Technical Foundation

BioG-X1.0 integrates multiple open-source tools and algorithms to guide CRISPR gRNA selection:

  • Off-target prediction using established scoring methods
  • Sequence homology analysis and GC-content optimization
  • Benchmarking against published CRISPR datasets
  • Transparency in all methodological choices

What We Need

To advance BioG-X1.0 from prototype to research-grade tool, we're seeking:

  • Research partnerships: Collaborate with labs to validate predictions
  • Computational expertise: Help refine ML models and improve performance
  • Domain feedback: CRISPR researchers to guide feature development
  • Funding: For team expansion, validation studies, and infrastructure

FAQs

Is BioGiant clinically approved or FDA-regulated?

No. BioG-X1.0 is a research tool for scientists and engineers, not a clinical product. It helps guide design decisions but does not replace experimental validation or clinical assessment.

How is BioGiant currently funded?

We're self-funded at the moment. We're actively exploring grants, partnerships, and potential investment to accelerate development and validation.

Can I access the platform now?

Yes—contact us to discuss research collaborations or early access. We're open to partnerships with academic institutions and research labs.

Will BioGiant be open source?

That's the long-term goal. We believe reproducibility and community contribution are essential for scientific advancement. Components may become open source as we mature.

Interested in Contributing?

Whether you're a researcher, engineer, or domain expert, we'd love to discuss how you might contribute to this project.

Get in Touch
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