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PowerForYou74/README.md
CellRepair AI

Oliver Winkel

Founder & Developer @ CellRepair AI

Building AI agents that make cellular health understandable for everyone.

Website YouTube Hugging Face LinkedIn


🏆 AgentX Purple — 96.5% Win Rate

AI debate agent independently validated at 96.5% win rate (201/208) using the RDI Foundation's AgentBeats debate evaluation framework.

Outperforms GPT-4, Claude 3.5 Sonnet, and Gemini Pro in structured patient education debates.

96.5%
Win Rate
201/208
Debates Won
#1
AgentBeats Ranking

🧬 CellRepair Health Educator — MedGemma Challenge

Patient-friendly cellular health education powered by MedGemma 1.5 4B. Submitted to the $100K MedGemma Impact Challenge on Kaggle.

4.68 / 5.0
LLM-as-Judge Quality
4B params
Edge Deployment
8 GB VRAM
Runs Locally

🔒 Runs on edge hardware — no cloud, no patient data leaves the device.

🔬 CellRepair AI Platform

A network of autonomous AI agents for health education with integrations across the AI ecosystem:

🔗 LangChain · 🤖 Claude MCP · 🤗 Hugging Face Space · ⚡ Grok Integration

📊 Key Results

Project Metric Result
AgentX Purple AgentBeats Validation 96.5% (201/208)
Health Educator LLM-as-Judge Quality Score 4.68 / 5.0
Health Educator Edge Deployment (4B params) 8 GB VRAM

🛠️ Tech Stack

Python LangChain Claude HuggingFace Docker Kaggle

🔗 Links


Open to collaborations in AI for health education and autonomous agent systems.

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