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SI project · SI Research · 2026

Meridian Vision

Internal labelling, eval, and deployment console for a computer-vision research lab.

Category
SI project
Client
Computer-vision lab
Year
2026
Sector
SI Research
What we did
Custom Software, MLOps, Product Design

Meridian Vision

The challenge.

A computer-vision research lab juggled labelling, evaluation, and deployment across disconnected tools that slowed every experiment.

Meridian Vision

Our approach.

We built an internal console unifying labelling, eval, and one-click deployment, with experiment tracking and dataset versioning built in.

Meridian Vision

The outcome.

Researchers iterate end to end in one place, and models move from notebook to deployment in hours.

Built with

Tech stack.

Tech stack

  • PyTorch
  • FastAPI
  • React
  • MLflow
  • S3

What we did

  • Custom Software
  • MLOps
  • Product Design

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