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| title: README |
| emoji: π» |
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| # π¬ K R&D Lab β Interactive Research Environments |
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| **Author:** Oksana Kolisnyk Β· [KOSATIKS GROUP](https://kosatiks-group.pp.ua) |
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| K R&D Lab is organized across three connected spheres: |
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| - `SCIENCE` for domain research questions |
| - `ENTREPRENEURSHIP` for opportunity, market, ecosystem, and public-case work |
| - `TECHNOLOGY` for reusable tooling, scoring, dashboards, and infrastructure |
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| ## Choose your environment |
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| | 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) | |
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| > Both environments are free for academic use. |
| > |
| > For commercial licensing or custom deployments, contact: [kosatiks.group@gmail.com](mailto:kosatiks.group@gmail.com) |
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| ## Three Research Spheres |
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| | 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) | |
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| ## Science Focus Today |
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| The strongest active density is currently in: |
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| - `S1` Biomedical & Oncology |
| - `S7` K Life OS |
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| Current `S1` conference-aligned expertise includes: |
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| - nucleic-acid therapeutics |
| - bioinformatics and AI in biomedical research |
| - biomarkers and molecular diagnostics |
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| Future expansion areas, when they become repeated research programs rather than one-off labels: |
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| - biologics and antibody engineering |
| - gene editing and functional therapeutics |
| - cell therapies and translational platforms |
| - structural biology and molecular design |
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| ## How The Layers Work |
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| - `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. |
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| ## Quick Links |
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| - [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) |
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| ## Disclaimer |
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| 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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