---
title: "Weights & Biases Specialists: Hire for Experiment Tracking"
description: "Weights & Biases specialists make experiments comparable and run sweeps. Hire an AI-trained offshore team from Thailand with management included."
url: "https://azendo.co/skills/weights-and-biases/"
---

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2. [Skills](https://azendo.co/skills/)
3. Weights & Biases

# Weights & Biases specialists for your dedicated team.

Weights & Biases is an experiment tracking platform recording hyperparameters, metrics, code versions and artefacts for each training run, with comparison, sweeps for hyperparameter search and a model registry.

## Where Weights & Biases fits in a long-term product team.

Experiment tracking solves a problem every machine learning team has and few admit to. Dozens of runs with varying parameters, results in notebooks and filenames, and no reliable way to answer which configuration produced the best model or whether it can be reproduced.

Automatic capture is what makes it work. Logging that depends on someone remembering fails exactly when the work gets interesting, which is when runs are most numerous. Capturing code version, environment and parameters without being asked is the difference between a tool that is used and one that is abandoned.

## What your dedicated team does with Weights & Biases.

The value grows across a team, well beyond one person's experiments. Shared experiment history means a new ML engineer can see what has already been tried and why it was abandoned, instead of repeating it.

That accumulated record is one of the clearer arguments for continuity on machine learning work, which is what a [dedicated development team](https://azendo.co/services/dedicated-software-development-team/) provides.

## Common Weights & Biases use cases.

* Runs compared on equal terms Parameters and metrics captured automatically, so the best configuration is identifiable.
* Hyperparameter search managed Sweeps coordinated and recorded automatically.
* History a new specialist can read What was tried and abandoned, so the same ground is not covered twice.

## Adding Weights & Biases skills to your team.

Experiment tracking is assigned inside AI capacity, with automatic capture preferred over any process that depends on people remembering to log.

Weights & Biases specialists join your team remotely as dedicated, full-time team members, selected, employed and managed by us in Chiang Mai and Bangkok. Companies that [hire offshore developers](https://azendo.co/hire-a-dedicated-development-team-in-thailand/) through Azendo add the skill when the product calls for it.

## Roles that use Weights & Biases

* [ML Platform Engineer MLOps engineering](https://azendo.co/services/dedicated-mlops-team/ml-platform-engineer/)

## Service areas that use Weights & Biases

* [MLOps engineering](https://azendo.co/services/dedicated-mlops-team/)

Capacity is agreed across your whole team, with one monthly fee, not per skill.

## Related in mlops and model delivery

* [MLOps handoff, a skill in our teams](https://azendo.co/skills/mlops-handoff/)
* [ONNX, a skill in our teams](https://azendo.co/skills/onnx/)
* [TensorRT, a skill in our teams](https://azendo.co/skills/tensorrt/)
* [Model registry, a skill in our teams](https://azendo.co/skills/model-registry/)
* [Comet, a skill in our teams](https://azendo.co/skills/comet/)
* [Neptune.ai, a skill in our teams](https://azendo.co/skills/neptune-ai/)
* [DVC, a skill in our teams](https://azendo.co/skills/dvc/)
* [Feast, a skill in our teams](https://azendo.co/skills/feast/)

## Tell us what you need Weights & Biases for.

A service delivery manager will reply with the specialists we'd suggest, the monthly capacity and what the first month looks like.

[Browse all skills](https://azendo.co/skills/)