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title: README
emoji: π»
colorFrom: green
colorTo: red
sdk: static
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---
# π¬ K R&D Lab β Interactive Research Environments
**Author:** Oksana Kolisnyk Β· [KOSATIKS GROUP](https://kosatiks-group.pp.ua)
K R&D Lab is organized across three connected spheres:
- `SCIENCE` for domain research questions
- `ENTREPRENEURSHIP` for opportunity, market, ecosystem, and public-case work
- `TECHNOLOGY` for reusable tooling, scoring, dashboards, and infrastructure
## Choose your environment
| Environment | Best for | Link |
| --- | --- | --- |
| π§ͺ Learning Playground | Simulated exploration, student-friendly demos, safe first-pass testing | [Launch Playground](https://huggingface.co/spaces/K-RnD-Lab/Learning-Playground_03-2026) |
| π¬ Cancer Research Suite | Research-gap discovery, live biomedical lookups, more serious exploration | [Launch Research Suite](https://huggingface.co/spaces/K-RnD-Lab/Cancer-Research-Suite_03-2026) |
| ποΈ GitHub sphere repos | Full structure, reports, notebooks, README maps, and study scaffolds | [Open GitHub org](https://github.com/K-RnD-Lab) |
> Both environments are free for academic use.
>
> For commercial licensing or custom deployments, contact: [kosatiks.group@gmail.com](mailto:kosatiks.group@gmail.com)
## Three Research Spheres
| Sphere | Focus | Main repo |
| --- | --- | --- |
| π§ͺ SCIENCE | Biology, medicine, plant science, ecology, chemistry, cognition, and longitudinal human-pattern research | [SPHERE-I-SCIENCE](https://github.com/K-RnD-Lab/SPHERE-I-SCIENCE) |
| π ENTREPRENEURSHIP | Venture design, market intelligence, ecosystem mapping, and visible public cases | [SPHERE-II-ENTREPRENEURSHIP](https://github.com/K-RnD-Lab/SPHERE-II-ENTREPRENEURSHIP) |
| π» TECHNOLOGY | Reusable research tools, reproducibility systems, dashboards, and open infrastructure | [SPHERE-III-TECHNOLOGY](https://github.com/K-RnD-Lab/SPHERE-III-TECHNOLOGY) |
## Science Focus Today
The strongest active density is currently in:
- `S1` Biomedical & Oncology
- `S7` K Life OS
Current `S1` conference-aligned expertise includes:
- nucleic-acid therapeutics
- bioinformatics and AI in biomedical research
- biomarkers and molecular diagnostics
Future expansion areas, when they become repeated research programs rather than one-off labels:
- biologics and antibody engineering
- gene editing and functional therapeutics
- cell therapies and translational platforms
- structural biology and molecular design
## How The Layers Work
- `GitHub` is the source of truth for study structure, reports, notebooks, and research maps.
- `Hugging Face Spaces` provide the interactive app layer.
- The app layer is periodically mirrored back into GitHub for audit and sync.
## Quick Links
- [K-RnD-Lab GitHub Organization](https://github.com/K-RnD-Lab)
- [K-RnD-Lab Hugging Face Organization](https://huggingface.co/K-RnD-Lab)
- [SPHERE-I-SCIENCE](https://github.com/K-RnD-Lab/SPHERE-I-SCIENCE)
- [SPHERE-II-ENTREPRENEURSHIP](https://github.com/K-RnD-Lab/SPHERE-II-ENTREPRENEURSHIP)
- [SPHERE-III-TECHNOLOGY](https://github.com/K-RnD-Lab/SPHERE-III-TECHNOLOGY)
- [Cross-Sphere Study Registry](https://github.com/K-RnD-Lab/SPHERE-III-TECHNOLOGY/tree/main/T3%20-%20Dashboards%2C%20Interfaces%20%26%20Open%20Infrastructure/T3-R1%20-%20Dashboard%20Templates%20%26%20Public%20Interfaces/R1a-study-registry-dashboard-template)
- [Live Study Registry Space](https://huggingface.co/spaces/K-RnD-Lab/Study-Registry_04-2026)
## Disclaimer
All computational models are research-grade and hypothesis-generating. Simulated outputs, exploratory scores, and interface demos require real validation before scientific, clinical, agricultural, educational, or commercial use.
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