# Claryn

- **Event:** [GPT-5 Startup Hackathon NYC](https://cerebralvalley.ai/e/gpt5-nyc)
- **When:** Sep 27 at 9:00 AM – Sep 28 at 5:00 PM (EDT)
- **Where:** The Malin Flatiron, New York, NY
- **Team:** [Claire Li](https://cerebralvalley.ai/u/cccclaireli), [Riddhima Medatwal](https://cerebralvalley.ai/u/riddhima)
- **GitHub:** https://github.com/ridxm/openai-hackathon-ml-agent
- **Demo video:** https://youtu.be/OuzOtvGOu7M
- **Gallery:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/43

Claryn is an agentic automated ML as a service platform that builds and improves machine-learning models for teams needing instant, auditable outputs without hand-coding pipelines as well as people who want to build prediction models without formal training; it automates data profiling, model training, fairness checks, and artifact management while explaining its reasoning. Users can upload a dataset to have Claryn evaluate multiple algorithms and return a trained model, notebook, and metrics, or supply a baseline model plus new data to trigger automatic retraining with promotion/blocking guidance and refreshed reports. The platform also bundles tooling like a Database Hub, Auto-Train Studio, Model Improvement workflow, live runs/logs, and a model registry to manage datasets, orchestrations, and artifacts end to end.

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Markdown version of https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/43. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt