Spaces:
Configuration error
Configuration error
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,10 +1,169 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
---
|
| 9 |
|
| 10 |
-
|
|
|
|
| 1 |
+
# DeepBio Scientific
|
| 2 |
+
|
| 3 |
+
<p align="center">
|
| 4 |
+
<img src="https://deepbioscientific.com/assets/deepbio-logo-DGaLVkZz.png" alt="DeepBio Scientific" width="200">
|
| 5 |
+
</p>
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
Welcome to **DeepBio Scientific** on Hugging Face! We're building an AI Co-Scientist to accelerate the discovery of mRNA therapeutics β working toward a disease-free world.
|
| 9 |
+
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
## About Us
|
| 13 |
+
|
| 14 |
+
DeepBio Scientific develops **Helixir AI**, an AI co-scientist platform focused on **mRNA therapeutics**, a market valued at over **$50 billion**. Traditional drug design is expensive and slow; Helixir addresses these inefficiencies by combining **evolutionary algorithms** and **protein language models** to optimize therapeutic candidates for potency, safety, stability, and manufacturability.
|
| 15 |
+
|
| 16 |
+
Our platform improves **expression prediction accuracy** and reduces development timelines by **30β50%**, supporting both self-service for individual researchers and custom solutions for pharmaceutical partnerships.
|
| 17 |
+
|
| 18 |
+
We're proud to be part of the **NVIDIA Inception Program** and **NSF I-Corps**, with research accepted at **NeurIPS 2025**.
|
| 19 |
+
|
| 20 |
+
**Our values:** scientific rigor Β· patient-first decisions Β· bold innovation
|
| 21 |
+
|
| 22 |
---
|
| 23 |
+
|
| 24 |
+
## 𧬠What We Do
|
| 25 |
+
|
| 26 |
+
### Helixir AI Platform
|
| 27 |
+
|
| 28 |
+
An **AI-native scientific workspace** that helps research teams:
|
| 29 |
+
- Design and optimize mRNA therapeutic candidates
|
| 30 |
+
- Improve expression prediction accuracy
|
| 31 |
+
- Reduce development timelines by 30β50%
|
| 32 |
+
- Balance potency, safety, stability, and manufacturability
|
| 33 |
+
- Enhance clinical success rates and optimize trial processes
|
| 34 |
+
|
| 35 |
+
**Key Features:**
|
| 36 |
+
- 𧬠mRNA sequence design and optimization
|
| 37 |
+
- π¬ Evolutionary algorithms for candidate optimization
|
| 38 |
+
- π§ Protein language models for therapeutic design
|
| 39 |
+
- π Improved expression prediction accuracy
|
| 40 |
+
- βοΈ Self-service workflows for researchers
|
| 41 |
+
- π€ Custom solutions for pharmaceutical partnerships
|
| 42 |
+
|
| 43 |
+
---
|
| 44 |
+
|
| 45 |
+
## π Our Platforms & Resources
|
| 46 |
+
|
| 47 |
+
| Platform | Purpose |
|
| 48 |
+
|----------|---------|
|
| 49 |
+
| π [Website](https://deepbioscientific.com) | Company info & platform overview |
|
| 50 |
+
| π [Helixir AI](https://platform.deepbioscientific.com) | AI co-scientist workspace |
|
| 51 |
+
| π [Documentation](https://platform.deepbioscientific.com/docs) | Platform guides & API reference |
|
| 52 |
+
| π§ [Contact](https://deepbioscientific.com/contact) | Partnership & sales inquiries |
|
| 53 |
+
|
| 54 |
+
---
|
| 55 |
+
|
| 56 |
+
## π€ Featured Projects
|
| 57 |
+
|
| 58 |
+
### Featured Hugging Face Spaces
|
| 59 |
+
*Coming soon β explore our AI models and interactive demos*
|
| 60 |
+
|
| 61 |
+
### Key AI Models
|
| 62 |
+
|
| 63 |
+
- **EquiMRNA** β Equivariant foundation model for mRNA design (NeurIPS 2025)
|
| 64 |
+
- **Helixir AI Core** β mRNA optimization engine combining evolutionary algorithms and protein language models
|
| 65 |
+
|
| 66 |
+
---
|
| 67 |
+
|
| 68 |
+
## π₯ Who We Serve
|
| 69 |
+
|
| 70 |
+
### For Biotech & Pharma Teams
|
| 71 |
+
- Accelerate mRNA therapeutic discovery
|
| 72 |
+
- Optimize candidates for potency, safety, stability, and manufacturability
|
| 73 |
+
- Custom partnership solutions for pipeline programs
|
| 74 |
+
- Improve clinical success rates and optimize trial processes
|
| 75 |
+
|
| 76 |
+
### For Researchers
|
| 77 |
+
- Self-service access to mRNA design and optimization
|
| 78 |
+
- Improved expression prediction accuracy
|
| 79 |
+
- Faster iteration with 30β50% reduced timelines
|
| 80 |
+
|
| 81 |
+
### For Partners & Investors
|
| 82 |
+
- Evaluate cutting-edge AI-driven mRNA drug discovery
|
| 83 |
+
- Understand our proprietary technology and competitive advantages
|
| 84 |
+
- Review peer-reviewed research and milestones
|
| 85 |
+
|
| 86 |
+
---
|
| 87 |
+
|
| 88 |
+
## π Technology Stack
|
| 89 |
+
|
| 90 |
+
- **AI & ML**: Evolutionary algorithms, protein language models, expression prediction
|
| 91 |
+
- **Platform**: Cloud-native architecture
|
| 92 |
+
- **Frontend**: Web-based research workspace
|
| 93 |
+
- **Infrastructure**: Enterprise-grade cloud with NVIDIA-accelerated compute
|
| 94 |
+
|
| 95 |
+
---
|
| 96 |
+
|
| 97 |
+
## π§ͺ Research & Publications
|
| 98 |
+
|
| 99 |
+
We publish peer-reviewed research on:
|
| 100 |
+
- Equivariant neural networks for mRNA design
|
| 101 |
+
- Expression prediction and sequence optimization
|
| 102 |
+
- AI-assisted therapeutic candidate discovery
|
| 103 |
+
|
| 104 |
+
Visit our [website](https://deepbioscientific.com) for publications and milestones.
|
| 105 |
+
|
| 106 |
+
---
|
| 107 |
+
|
| 108 |
+
## π Getting Started
|
| 109 |
+
|
| 110 |
+
### For Researchers & Teams
|
| 111 |
+
1. Visit [platform.deepbioscientific.com](https://platform.deepbioscientific.com)
|
| 112 |
+
2. Request access or schedule a demo
|
| 113 |
+
3. Explore our documentation and tutorials
|
| 114 |
+
4. Start designing and optimizing mRNA candidates
|
| 115 |
+
|
| 116 |
+
### For Pharma Partners
|
| 117 |
+
- Contact us to discuss custom partnership solutions
|
| 118 |
+
- Integrate Helixir AI into your therapeutic pipeline
|
| 119 |
+
|
| 120 |
+
---
|
| 121 |
+
|
| 122 |
+
## π¬ Contact & Community
|
| 123 |
+
|
| 124 |
+
- π§ **Email**: [contact@deepbioscientific.com](mailto:contact@deepbioscientific.com)
|
| 125 |
+
- π **Website**: [deepbioscientific.com](https://deepbioscientific.com)
|
| 126 |
+
- πΌ **LinkedIn**: [@DeepBio-Scientific](https://linkedin.com/company/deepbio-scientific)
|
| 127 |
+
|
| 128 |
+
---
|
| 129 |
+
|
| 130 |
+
## π Recent Milestones
|
| 131 |
+
|
| 132 |
+
- **NeurIPS 2025** β Research accepted (EquiMRNA)
|
| 133 |
+
- **NVIDIA Inception Program** β Selected member
|
| 134 |
+
- **NSF I-Corps** β Funding secured, validating commercial potential
|
| 135 |
+
|
| 136 |
+
---
|
| 137 |
+
|
| 138 |
+
## π€ Partnerships & Programs
|
| 139 |
+
|
| 140 |
+
- **NVIDIA Inception Program**
|
| 141 |
+
- **NSF I-Corps**
|
| 142 |
+
- Pharmaceutical and biotech partners
|
| 143 |
+
|
| 144 |
+
**Interested in partnership?** [Get in touch](https://deepbioscientific.com/contact)
|
| 145 |
+
|
| 146 |
+
---
|
| 147 |
+
|
| 148 |
+
## π License & Terms
|
| 149 |
+
|
| 150 |
+
- **Terms of Service**: [platform.deepbioscientific.com/terms](https://platform.deepbioscientific.com/terms)
|
| 151 |
+
- **Privacy Policy**: [deepbioscientific.com/privacy](https://deepbioscientific.com/privacy)
|
| 152 |
+
|
| 153 |
+
---
|
| 154 |
+
|
| 155 |
+
## β¨ Why Helixir AI?
|
| 156 |
+
|
| 157 |
+
> **Faster. Smarter. Patient-first.**
|
| 158 |
+
|
| 159 |
+
Unlike general-purpose AI tools, Helixir AI is purpose-built for mRNA therapeutics:
|
| 160 |
+
|
| 161 |
+
- β
30β50% faster development timelines
|
| 162 |
+
- β
Improved expression prediction accuracy
|
| 163 |
+
- β
Candidates optimized for potency, safety, stability, and manufacturability
|
| 164 |
+
- β
Built on evolutionary algorithms and protein language models
|
| 165 |
+
- β
Designed by scientists, for scientists
|
| 166 |
+
|
| 167 |
---
|
| 168 |
|
| 169 |
+
**DeepBio Scientific** β Accelerating mRNA discovery toward a disease-free world.
|