Outstanding Data Science Services

Discover what’s hidden within your data with the help of our PhD-educated data scientists.

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Data Science Company

What do humans, machines, and processes all have in common?

Data.

Data is generated when someone or something follows a process. There’s not getting way from it, data is all around us, and it will be with us until the end of time. And for most businesses the sheer volume of data makes it problematic to use, understand, exploit.

Data science is an applied scientific discipline that uses data, generated by processes, to provide insight.

Winder.AI is a dedicated data science agency that helps people like you make better use of your data. We do that by isolating parts of your business that are inefficient or involve a significant amount of toil. We use data science, and the sub-disciplines of machine learning and reinforcement learning, to automate away your pain points.

Data Science Services

Our highly talented team unlocks business insights by analyzing and acting upon your data.

Data Science Consulting

Data Science Consulting

Do you have a project in mind but you’re not sure where to start?

Data Science is the art and discipline of extracting value from data for your organization. Our world-leading data scientists can help you develop data-centric products and services.

Data Science Research

Data Science Research

Do you have a known problem, but no way to solve it?

Leverage our data science research services to solve even the trickiest data-related problems. Most of our engineers already have PhD’s, sometimes more, so research is second-nature. Together, we’ve also published several books from reputable publishers, so you can be confident in our ability to perform cutting-edge research.

Data Science POCs

Data Science POCs

Do you have a known problem, but you want to prove viability?

Many of our projects take the form of proof-of-concepts (POCs) where we spend a short amount of time to validate that there is a data-oriented solution to the problem. Organizations love this service to de-risk larger projects.

The World's Best AI Companies

From startups to the world’s largest enterprises, companies trust Winder.AI.

Selected Case Studies

Some of our most recent work. You can find more in our portfolio.

Using Reinforcement Learning to Attack Web Application Firewalls

Introduction Ideally, the best way to improve the security of any system is to detect all vulnerabilities and patch them. Unfortunately this is rarely possible due to the extreme complexity of modern systems. One primary threat are payloads arriving from the public internet, with the attacker using them to discover and exploit vulnerabilities. For this reason, web application firewalls (WAF) are introduced to detect suspicious behaviour. These are often rules based and when they detect nefarious activities they significantly reduce the overall damage.

Helping Modzy Build an ML Platform

Winder.AI collaborated with the Modzy development team and MLOps Consulting to deliver a variety of solutions that make up the Modzy product, a ModelOps and MLOps platform. A summary of this work includes: Developing the Open Model Interface Open-sourcing chassis, the missing link that allows data scientists to build robust ML containers Model monitoring and observability product features MLOps and model management product features The Problem: How to Build An ML Platform Modzy’s goal is to help large organizations orchestrate and manage their machine learning (ML) models.

How To Build a Robust ML Workflow With Pachyderm and Seldon

This article outlines the technical design behind the Pachyderm-Seldon Deploy integration available on GitHub and is intended to highlight the salient features of the demo. For an in depth overview watch the accompanying video on YouTube. Introduction Pachyderm and Seldon run on top of Kubernetes, a scalable orchestration system; here I explain their installation process, then I use an example use case to illustrate how to operate a release, rollback, fix, re-release cycle in a live ML deployment.

Start Your Data Science Project Now

The team at Winder.AI are ready to collaborate with you on your data science project. We will design and execute a solution specific to your needs, so you can focus on your own goals. Fill out the form below to get started, or contact us in another way.