Toptal® Machine Learning Consulting Services

Toptal’s ML solutions help businesses improve their decision-making and employ vast data sets. Top companies and startups work with Toptal Machine Learning consultants to solve business problems by improving areas such as customer experience, churn, and supply chain.
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Toptal® Machine Learning Consulting Services

Toptal® Machine Learning Services

Custom Machine Learning

Machine learning (ML) allows computers to “learn” through data without explicit programming and has practical applications across industries. ML engineers can support ongoing work or help your company explore ways to improve operations through data.

Neural Networks

Neural networks are computer systems of interconnected nodes inspired by the human brain. ML developers can help your team create neural networks and use deep learning techniques to improve performance.

AI Solutions

AI design improves efficiency in Machine Learning development while helping the experience feel more human. AI designers can help your team create better models and improve the explainability of results.

Natural Language Processing

NLP lets computers effectively process large amounts of natural human language. Whether through voice or text, NLP specialists can help your company better use language data, from processing to sentiment analysis.

ML Algorithms

Machine Learning Algorithms are sophisticated evolutionary algorithms that use mechanisms inspired by biological evolution, such as reproduction and selection. ML engineers can help your team build custom solutions for your machine learning project.

Predictive Analytics

ML techniques are excellent for using historical data to create prediction models. Developers can work with your team to improve forecasting, customer classification, and many other predictive activities by leveraging the latest cutting-edge technologies.

Expertly-Matched Talent

We build teams with top product owners, software developers, business consultants, QA experts, designers, project and product managers from our global talent network, customized to fit your business needs and business processes. Each person is selected for subject matter expertise and their years of experience working in managed teams.

Product Owners

Digital product managers and scrum product owners with expertise in numerous industries like banking, healthcare, ecommerce, and more.


Senior software engineers, coders, and architects with expertise across hundreds of technologies.

Business Consultants

Top-tier business consultants, strategy, and operations specialists with expertise across all business types and sizes.

Quality Assurance Experts

Seasoned QA engineers skilled in manual, automated testing and other quality assurance techniques.

Muhammad Anees Tahir

Machine Learning Engineer

Previously at
Justin Michela

Machine Learning Specialist

Previously at
Gabriel Parent

Machine Learning Developer

Previously at

Our Process



Kick off development by defining all system requirements, making initial technology decisions, and capturing user roles and personas.


Determine your product's initial look and feel, model the user experience and user journey, prioritize features, and plan for the release.


Move forward with detailed, development-ready specs, time and cost estimates, a launch plan, and a team of Toptal experts ready to execute your plan.


Throughout the product development phase, track quality assurance, DevOps, and deployment updates using the project management tool you prefer.

Build great products with Toptal's Machine Learning Services.

Get Started

Why Organizations Choose Toptal

Discover the many ways in which our clients have embraced the benefits of the Toptal network.


Building a cross-platform app to be used worldwide

Thierry Jakicevic

General Manager, Digital Solutions

Cleveland Cavaliers

Creating an app for the game

Conor Kenney

Director of Professional Services


Leading a digital transformation

Elmar Platzer

Digital Transformation Leader

University of Southern California

Developing a virtual assistant to improve mental wellness


Scaling revenue with marketing automation

Read more

Related Services

Toptal's wide selection of related services are tailored to your company needs and delivered by accomplished experts from our global talent network.

Featured Articles in Machine Learning

Exploring Supervised Machine Learning Algorithms

By Vlad Miller

While machine learning sounds highly technical, an introduction to the statistical methods involved quickly brings it within reach. In this article, Toptal Freelance Software Engineer Vladyslav Millier explores basic supervised machine learning algorithms and scikit-learn, using them to predict survival rates for Titanic passengers.

24 minute readContinue Reading


  • How are Toptal developers different?

    At Toptal, we thoroughly screen our developers to ensure we only match you with talent of the highest caliber. Of the more than 100,000 people who apply to join the Toptal network each year, fewer than 3% make the cut. You'll work with engineering experts (never generalized recruiters or HR reps) to understand your goals, technical needs, and team dynamics. The end result: expert vetted talent from our network, custom matched to fit your business needs.

  • Can I hire developers in less than 48 hours through Toptal?

    Depending on availability and how fast you can progress, you could start working with a developer within 48 hours of signing up.

  • What is the no-risk trial period for Toptal developers?

    We make sure that each engagement between you and your developer begins with a trial period of up to two weeks. This means that you have time to confirm the engagement will be successful. If you're completely satisfied with the results, we'll bill you for the time and continue the engagement for as long as you'd like. If you're not completely satisfied, you won't be billed. From there, we can either part ways, or we can provide you with another expert who may be a better fit and with whom we will begin a second, no-risk trial.

  • What type of talent does Toptal have?

    Our platform hosts a very diverse range of skillsets and experiences. Our freelancers range from software engineers, user experience designers, business intelligence experts, and product managers to finance experts who have worked at leading tech companies such as Amazon, Microsoft, and many more. Our data engineers are highly skilled in the latest data science technologies. They also have several years of experience in data analytics, neural networks, computer vision, building machine learning models, or recommender systems for multiple use cases.

  • What other services does Toptal provide?

    Besides our talent matching services, we also provide data science solutions like a data science company. Through our Toptal Projects team, we assemble cross-functional teams of senior project managers, data scientists, software development experts, designers, business strategy experts, and other skills. Our team members follow a well-defined development process to build a fully functional solution.

Build great products with Toptal's Machine Learning Services.

Get Started