Projects / SmartMLOps

ML PLATFORM · AI SOLUTION

SmartMLOps

Run any model in a couple of clicks and get a live API back — no environments, drivers or servers to fight.

TYPE
Internal platform
STACK
Kubernetes, GPU, vLLM, llama.cpp
STATUS
[In production / pilot]
YEAR
[2025–2026]
smartmlops.[domain]/models INTERACTIVE MOCK

Models

1 live

Press Run — a simplified mock of the real interface. Real screenshots: [to add]

The problem

Researchers had models but spent days on CUDA versions, drivers and servers before anyone could try them.

What we built

A platform where launching a model is one action: it picks a GPU, starts the runtime and hands back an API endpoint.

How it works

  1. 01

    Pick a model

    From the catalogue or upload your own weights.

  2. 02

    Press Run

    The platform finds a free GPU and starts the right runtime.

  3. 03

    Get an API

    An endpoint compatible with common clients, ready to call.

  4. 04

    Watch it

    Logs, load and health checks in one place.

Screens

[screenshot 1]
[screenshot 2]
[demo video]
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