octalcode
⌘K
Book a consult
octalcode
● OCTALCODE · INFINITE SOLUTIONS · ONE AGENCYBook a consult ↗
← All work
AI Research · 2026

Meridian Vision

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

CLIENT
Computer-vision lab
YEAR
2026
SECTOR
AI Research
WHAT WE DID
Custom Software, MLOps, Product Design
M
AI · CV research console
Meridian Vision
1
Unified console
Faster experiment loop
hrs
Notebook to deploy
THE CHALLENGE

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

OUR APPROACH

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

THE OUTCOME

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

TECH STACK
PyTorchFastAPIReactMLflowS3
← PREVIOUS
Sipnet NLP
NEXT →
Scrum Gen
AVAILABLE · Q3 2026 INTAKE OPEN· READY WHEN YOU ARE
· AVG. RESPONSE 4H · NDA-SAFE

Let's talk about
what you're building.

30 minutes, one of our seniors, no slide deck. By the end of the call you'll know whether we're the right team, and if not, who is.

Senior
On the first call. Always.
4 h
Avg. response time
NDA-safe
Hundreds signed
100%
Own your IP & code
OCTALCODEAI SOFTWARE · ENGINEERED FOR PRODUCTIONEST 2022 · LAHORE · PAKISTAN