# DVC

> Data Version Control for machine learning projects

- HTML version: https://robbiepalmer.me/technologies/dvc
- Website: https://dvc.org

## Ideas this technology builds on or exposes

- [Directed Acyclic Graph (DAG)](https://robbiepalmer.me/ideas/directed-acyclic-graph.md): A directed graph with no path that loops back to its starting node, useful for representing dependencies and executable plans.

## Projects using this technology

- [Agent-first Writing Editor](https://robbiepalmer.me/projects/agent-first-writing.md)
- [Automated Tumor Macrodissection](https://robbiepalmer.me/projects/automated-macrodissection.md)
- [Commercial Knowledge Graph](https://robbiepalmer.me/projects/commercial-knowledge-graph.md)
- [Genomic Prediction from Histology](https://robbiepalmer.me/projects/genomic-prediction.md)
- [Home Lab](https://robbiepalmer.me/projects/homelab.md)
- [Inbox Signal](https://robbiepalmer.me/projects/inbox-signal.md)
- [Intelligent Document Processing](https://robbiepalmer.me/projects/intelligent-document-processing.md)
- [Multi-Modal Product Search](https://robbiepalmer.me/projects/multi-modal-product-search.md)
- [Personal Engineering Platform](https://robbiepalmer.me/projects/personal-engineering-platform.md)
- [Recipe Site](https://robbiepalmer.me/projects/recipe-site.md)

## Architecture decision records

- [ADR 024: DVC for dataset and evaluation artifact versioning](https://robbiepalmer.me/projects/personal-engineering-platform/adrs/024-dvc-artifact-versioning.md)
- [ADR 004: DVC writing evaluation pipeline](https://robbiepalmer.me/projects/agent-first-writing/adrs/004-dvc-writing-evaluation-pipeline.md)
- [ADR 000: DVC](https://robbiepalmer.me/projects/recipe-site/adrs/000-dvc.md)

## Used professionally at

- Terminal Industries — Principal Software Engineer & Engineering Manager
- Bestomer — Machine Learning Lead
- Confluent — Customer Innovation Engineer II
- Sonrai Analytics — Senior Machine Learning Engineer

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