To move forward, one must take the first step.

We are thinkers and doers. Aligned for impact.

Distrikt is a Helsinki based full-solution digital agency, creatively solving mission critical and complex client challenges in the digital era 

Distrikt is a full-solution digital agency, creatively solving mission critical and complex client challenges in the digital era.

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Here at Distrikt, we create value for our clients by building high quality digital services and products from start to finish.

A problem solver who fosters culture of learning. Kaarlos background is in marketing and software development.

For the past 5 years Joel has helped numerous clients move the needle from zero to one through product design and campaigns.

Passionate and ever-hungry full-stack developer. Focuses on building web applications using modern technologies, and practices.

Joonas has strong background in people management and software development with experience of leading lean and agile projects.

A web developer using modern technologies to create elegant solutions for clients’ needs. Is equipped with excellent communication and team working skills.  

For the past 10 years Kenji's been working with critical systems. Lately he has been been working with Kotlin, React, Postgres and all things k8s.

Nicolas background is in electronics and signal processing with two M.Sc degrees. Lately Nicolas has been working on k-nearest algos and infrastructure.

Intro

Why do you want to train and tune your Machine Learning models regularly

A little recap

Objectives

The new Workflow

Few new elemets to add

WorkflowTemplate Manifest

CronWorkflow

Multiple use

Training Machine Learning Models with Argo Workflows

Workflow Controller ConfigMap

Workflow

Argo Workflows - Pod Security

What is Argo Workflows?

Why do we want to use it?

What does a model training pipeline look like?

Few things to take into consideration when designing training pipelines with Argo Workflows

Setup for local experimentation

Templating steps for reusability

Get training data

Set hyperparameters

Evaluation results

Add resources to k8s

The training pipeline (read: Workflow)

Continuous experimentation

At the early stages of a project using pre-trained machine learning models is a quick way to get started. While this practice can help you figure out the problem to be solved, you often discover that your problem is beyond the basics and therefore requires more attention. In this blog post, we demonstrate how we build a machine learning training pipeline running on Kubernetes.

Getting started with Training Models using Argo Workflows

Preface

What is an OpenAPI Specification?

Cons of providing an OpenAPI Specification

Faulty specification file

Validating the specification

Remember to update the spec when the API has any changes

Check the environment you export the spec file from

Pros of providing an open API specification

Automate all the things

Mock Servers

Generate Documentation

Business idea validation

If you need help with working with APIs

This blog post discusses providing an OpenAPI Specification and how it impacts your developer experience and user experience. The article also helps you understand some of the common pitfalls that you might stumble upon when you provide an OpenAPI Spec.

Working with APIs: Using OpenAPI Specification

Introducing

Optimizing the sales pipelines

Visualizing the goals

From gut feelings into educated facts

Building blocks

Results

Cuuma Communications is a Finnish mobile carrier whose services are used by nearly 1000 companies.

Cuuma: Automated lead generation

Need for a replicable template

Modern tools to rescue

Website generator for data visualisations

Koponen + Hildén were looking for lightweight, easy to deploy and customisable project template that would also serve as a base for their own website.

Koponen + Hildén: Website generator for data visualisations

Being part of the energy revolution

buddypower_demo_mockup_2_2.mp4

Experiment when faced with the unknown

First launch in tight schedule

Helping partners with administrative work

The energy sector is going through massive changes as new technologies come to the market and environmental pressure forces to work towards more sustainable solutions.

Caruna: Marketplace for a greener future

Scalability for peak time sales

Interflora is the global leader in flower delivery. The company offers a floral delivery network in more than 150 countries and connects 58,000 florist shops across the world.

Digital
success

Distrikt is a Helsinki based full-solution digital agency, creatively solving mission critical and complex client challenges in the digital era

What We Do

Here at Distrikt, we create value for our clients by building high quality digital services and products from start to finish.

Strategy

Design

Development

Growth

Automated lead generation

STRATEGY

DESIGN

SOFTWARE

CONTENT

CASE STUDY

Marketplace for a greener future

DESIGN

SOFTWARE

CASE STUDY

Website generator for data visualisations

DESIGN

SOFTWARE

CASE STUDY

Modern eCommerce Platform

STRATEGY

DESIGN

SOFTWARE

CASE STUDY

Trusted by

We are thinkers and doers. Aligned for impact.

To move forward, one must take the first step.

Digital success

Distrikt is a Helsinki based full-solution digital agency, creatively solving mission critical and complex client challenges in the digital era

What We Do

Here at Distrikt, we create value for our clients by building high quality digital services and products from start to finish.

Strategy

Design

Development

Growth

Automated lead generation

STRATEGY

DESIGN

SOFTWARE

CONTENT

CASE STUDY

Marketplace for a greener future

DESIGN

SOFTWARE

CASE STUDY

Website generator for data visualisations

DESIGN

SOFTWARE

CASE STUDY

Modern eCommerce Platform

STRATEGY

DESIGN

SOFTWARE

CASE STUDY

Trusted by

We are thinkers and doers. Aligned for impact.

To move forward, one must take the first step.

Digital
success