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Clinical EMR Platform Codebase

Production-grade clinical platform codebase available for commercial AI training licensing.

Overview

This dataset contains the full source code of a production electronic medical records (EMR) and clinical management platform, built and deployed over 27 months with real doctors across 40+ medical specialties.

The codebase is available as a non-exclusive commercial license for AI model training, fine-tuning, and benchmarking purposes.

What Makes This Valuable for AI Training

Real engineering history — not synthetic code.

  • 6,267 commits over 27 months of active development
  • 2,381 pull requests averaging 203 lines of code each — real code review decisions, revisions, and approvals made under production conditions
  • 18 unique contributors
  • 2,565 source files across 31 repositories

Domain specificity. Specialty-specific clinical decision logic across 40+ medical specialties including psychiatry, obstetrics and gynecology, and pediatrics. Rule-based medication suggestion engines, emergency alert triggers, and patient intake flows built to real clinical standards.

Production validation. This code was deployed to 150+ paying doctors who used it for real clinical workflows. It has been tested against real-world cases

Technical Specifications

Metric Value
Total Lines of Code 338,607
Repositories 31
Commits 6,267
Pull Requests 2,381
Avg PR Lines 203.6
Unique Contributors 18
Development Period 27 months
Source Files 2,565
Dependencies 393 packages

Language Composition

Language Lines Share
JavaScript 213,924 63.2%
Java 87,979 26.0%
TypeScript 34,004 10.0%
Python 2,565 0.8%

Stack

Spring Boot · React · Next.js · Java · TypeScript · Python · SQL

Use Cases

  • Fine-tuning coding LLMs on domain-specific enterprise Java and React
  • Training code review and code synthesis models using real PR history
  • Benchmarking coding agents on clinical/healthcare domain code
  • Building healthcare-specific coding assistants

Licensing

This dataset is available under a commercial non-exclusive license.

  • Licensor retains full IP ownership
  • Buyer receives perpetual non-exclusive rights for AI training use
  • Multiple licenses available — non-exclusive means you are not the sole licensee

This dataset is gated. To request access, contact:

mithun@swingbell.com

Please include your organisation name, intended use case, and estimated training scope in your request.

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