ELEKS Data Science Platform

Reduce the burden of data science model management and enhance your performance

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The challenge

Applying data science is a complex, multi-stage process

Integrating AI and advanced analytics into your business requires considerable time, money and effort. This can delay deployment and lead to overspends — in cash, hours and resources.

What’s more, multiple developers, DevOps and support engineers are needed to oversee the deployment, security, integration and maintenance of whichever data science model you have. But what if there was a single solution that could ease the burden for you?

The solution

Effortlessly manage your data science models

The ELEKS Data Science Platform (eDSP) has been developed to take the pain out of machine learning model management, allowing your team to create and manage models with ease.

Save significant time and money, while freeing up valuable internal resources to focus on your core business. And expand your analytics capabilities to drive efficiency and performance.

Based on Kubernetes — the most widely-used container orchestration system — eDSP is scalable, flexible and available anywhere.

Why choose the ELEKS Data Science Platform?

Deliver data science projects up to 2x faster.

Slash project costs by up to 40% with significantly less spend on DevOps and development.

Reduce the burden of operational tasks – so your data scientists can focus on generating actionable insights.

Significantly lower the cost and complexity of model support.

Reduce the risk of vendor lock-in with a cloud-agnostic setup.

Detect failures rapidly with out-of-the-box monitoring.

Achieve a high standard of security.

Create machine learning models via AutoML – with no prior data science expertise needed.

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Features and Functionality

A customisable, scalable and secure platform designed to take the hassle out of data science model management.

An easy-to-customise analytics platform based on open-source products – each component can be tailored to your needs.
A simple web user interface and command line for model management, all in one place.
A cloud-agnostic architecture with automated deployment to Azure, AWS, GCP and on-premise.
Secure and scalable model API that’s ready to use.
Data source integration for training and scoring with different RDBMS, Kafka, Amazon S3, Azure Blob, Data Lake and more.

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How it works

Simply choose a template, add your code and upload. Then effortlessly set up your model training, scoring and monitoring.

Step 01

Select from our docker images templates or create your own library sets.

Step 02

Write your model code and archive it, then select the image template and upload the archive into eDSP.

Step 03

Publish your model and configure access rights.

Step 04

Retrain your model and schedule future retraining if needed.

Step 05

Define your scoring process.

Step 06

Create dashboards to visualise your data.

Step 07

Maintain and monitor the model, scale it to your needs.

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What our customers say

The breadth of knowledge and understanding that ELEKS has within its walls allows us to leverage that expertise to make superior deliverables for our customers. When you work with ELEKS, you are working with the top 1% of the aptitude and engineering excellence of the whole country.

Sam Fleming

President, Fleming-AOD

Right from the start, we really liked ELEKS’ commitment and engagement. They came to us with their best people to try to understand our context, our business idea, and developed the first prototype with us. They were very professional and very customer oriented. I think, without ELEKS it probably would not have been possible to have such a successful product in such a short period of time.

Caroline Aumeran

Head of Product Development, appygas

ELEKS has been involved in the development of a number of our consumer-facing websites and mobile applications that allow our customers to easily track their shipments, get the information they need as well as stay in touch with us. We’ve appreciated the level of ELEKS’ expertise, responsiveness and attention to details.

Samer Awajan

CTO, Aramex