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Innowise is an international full-cycle software development company founded in 2007. We are a team of 1800+ IT professionals developing software for other professionals worldwide.
About us
Innowise is an international full-cycle software development company founded in 2007. We are a team of 1600+ IT professionals developing software for other professionals worldwide.

Advertisement data management platform

The platform for launching advertising campaigns on various platforms and analyzing their efficiency.

Customer

Industry
Entertainment
Region
EU
Client since
2020

Our customer is one of the leading European media conglomerates providing users from over Europe with the content via television, radio, and online means of content distribution.

Detailed information about the client cannot be disclosed under the provisions of the NDA.

Challenge

The client came up with an idea of a platform that would allow the launching of advertisement campaigns via such sources as television channels and radio stations. Also, the solution should allow the client to evaluate the results of launched ad campaigns for further adjustments.

To create such a platform, Innowise’s software engineers needed to

  • Identify strong and weak spots in the client’s existing data flow design;
  • Optimize data delivery;
  • Automate manual processes;
  • Redesign the existing software architecture to allow greater scalability;
  • Expand the existing infrastructure’s functionality.

Solution

Innowise has built a platform that allows customers to have access to the widest possible advertising toolset, including television, radio, and online media as well as launching cross-media advertising campaigns. Our software engineers have designed the solution’s architecture and data flow that allow users to effectively launch advertising campaigns and get precise data about their efficiency.

Google Cloud Platform

The solution is based on the Google Cloud Platform because it guarantees availability at 99.95% regardless of the user location or traffic which is the best result among all popular options.

Kubernetes

All the workloads and services working on the GCP are operated by Kubernetes. This system was chosen because of its automated scalability both upwards and downwards depending on the actual demand and consequent cost efficiency of the technology.

ETL pipelines

The primary data sources provided by the client were relational databases. Our data engineers have designed ETL pipelines to aggregate data chunks from the client’s sources into the cloud storage as parquet files.

Data lake and data warehouse

All the data gathered through ETL pipelines gets transferred by Apache Airflow to the data lake for the refinement process. After the “dirty” data gets “clear”, it is sent to the data warehouse from where it can be sent directly to the users or be utilized by data scientists for building models and predictions for various advertising metrics.

Technologies & tools

Back-end
Python 3.x, Flask, Celery, WebSockets, Django REST framework, Pytest
Front-end
TypeScript
Databases
PostgreSQL
DevOps
Kubernetes, Apache Airflow, Terraform
Cloud
Google Cloud Platform
VCS
GitLab

Process

We have selected Scrum as a software development methodology, with bi-weekly sprints and a Sprint overview to demonstrate the valuable portions of functionality added. We used Jira and Confluence, and all the meetings were held in Google Meets.

Innowise’s team developed the software requirements according to the client’s vision of the solution and documented them. During the development process, we were analyzing, refining, and decomposing those requirements into tasks for easier progress tracking. After several requirements were completed, Innowise’s quality assurance engineers checked whether the solution was developed according to the requirements, had no bugs, and the whole development team was on the same page with the client’s vision and desired outcomes.

Team

4
Data Engineers
2
Front-End Developers
2
Back-End Developers
1
ML Engineer
2
BI Developers
1
Business Analyst
1
Project Manager
2
QA Engineers
team-innowise

Results

Innowise has built the platform via which customers can launch their advertisement campaigns through multiple media sources, track various metrics, and build predictions utilizing both refined and non-refined data.

Our software engineering team has automated an array of previously manual processes and designed the data flow to make the software product as efficient as possible.

Project duration
  • Since 2021
  • The project is still ongoing; at this stage, we support the platform and implement new features

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