README.md

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title: README
emoji: 💻
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colorTo: red
sdk: static
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🔬 K R&D Lab — Interactive Research Environments

Author: Oksana Kolisnyk · KOSATIKS GROUP

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
🧪 Learning Playground	Simulated exploration, student-friendly demos, safe first-pass testing	Launch Playground
🔬 Cancer Research Suite	Research-gap discovery, live biomedical lookups, more serious exploration	Launch Research Suite
🗂️ GitHub sphere repos	Full structure, reports, notebooks, README maps, and study scaffolds	Open GitHub org

Both environments are free for academic use.

For commercial licensing or custom deployments, contact: kosatiks.group@gmail.com

Three Research Spheres

Sphere	Focus	Main repo
🧪 SCIENCE	Biology, medicine, plant science, ecology, chemistry, cognition, and longitudinal human-pattern research	SPHERE-I-SCIENCE
🚀 ENTREPRENEURSHIP	Venture design, market intelligence, ecosystem mapping, and visible public cases	SPHERE-II-ENTREPRENEURSHIP
💻 TECHNOLOGY	Reusable research tools, reproducibility systems, dashboards, and open infrastructure	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
• K-RnD-Lab Hugging Face Organization
• SPHERE-I-SCIENCE
• SPHERE-II-ENTREPRENEURSHIP
• SPHERE-III-TECHNOLOGY
• Cross-Sphere Study Registry
• Live Study Registry Space

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.