---
title: README
emoji: 💻
colorFrom: green
colorTo: red
sdk: static
pinned: false
---

# 🔬 K R&D Lab — Interactive Research Environments

**Author:** Oksana Kolisnyk · [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 |
| --- | --- | --- |
| 🧪 Learning Playground | Simulated exploration, student-friendly demos, safe first-pass testing | [Launch Playground](https://huggingface.co/spaces/K-RnD-Lab/Learning-Playground_03-2026) |
| 🔬 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) |
| 🗂️ 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 |
| --- | --- | --- |
| 🧪 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) |
| 🚀 ENTREPRENEURSHIP | Venture design, market intelligence, ecosystem mapping, and visible public cases | [SPHERE-II-ENTREPRENEURSHIP](https://github.com/K-RnD-Lab/SPHERE-II-ENTREPRENEURSHIP) |
| 💻 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.