I built MLShip — deploy your Streamlit or Gradio ML app in 60 seconds. No Docker. No AWS.
Published: (March 10, 2026 at 04:51 AM EDT)
1 min read
Source: Dev.to
Source: Dev.to
Overview
MLShip is a one‑click deployment platform for Streamlit and Gradio ML apps. It addresses a common pain point: most ML students spend three days wrestling with Docker and AWS just to share a project that took three hours to build.
How It Works
- Deploy a live URL in 60 seconds.
- No Docker required.
- No AWS required.
- No DevOps overhead.
Early Access & Feedback
Free early access is available.
I would love your feedback on what features would make this actually useful for you. If you know someone who builds ML projects, please share it with them—it would mean a lot.