Machine Learning Consulting

Machine Learning Consulting – Build Scalable, Future-ready AI Solutions

Reduce costs and streamline processes with Toptal’s Machine Learning Consulting Services. Our ML consultants identify the best AI solutions for your business needs, develop practical implementation roadmaps, and deliver custom machine learning systems that drive measurable results.
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Clients Served
30,000+
Total Vetted Professionals
20,000+
AI & Big Data Experts
1,500+
AI & Data Project Hours Delivered
250,000+

TRUSTED BY LEADING BRANDS

Our Services

Toptal Machine Learning Consulting Services

Optimize business processes with expert ML consulting. From deep learning models to predictive analytics, our machine learning consultants deliver AI-powered solutions that help you meet your goals.

Machine Learning Strategy

Develop and execute a tailored ML strategy that aligns with your business objectives and maximizes AI-driven impact.

Custom AI Solutions and Models

Develop, adapt, and deploy machine learning models customized to meet your unique business needs.

Algorithm Selection and Optimization

Identify, fine-tune, and deploy the best machine learning algorithms for accuracy and efficiency.

Predictive Analytics and Insights

Extract valuable insights from data to enhance decision-making and optimize business operations.

Google Cloud AI Solutions

Leverage Google Cloud’s ML capabilities to create scalable and high-performing AI applications.

Deep Learning Models

Develop and optimize deep learning models through data augmentation, model calibration, and uncertainty estimation.

Natural Language Processing

Implement NLP models for speech recognition, entity detection, and sentiment analysis.

Recommendation Systems

Build intelligent recommendation engines to enhance user engagement and customer experiences.

Fraud Detection and Risk Analytics

Deploy AI-powered fraud detection systems to combat financial threats and ensure data security.

AI-driven Digital Transformation

Integrate AI solutions to streamline workflows, boost efficiency, and accelerate business growth.

Data Engineering for ML

Design, optimize, and manage ML data pipelines to ensure high-quality input and model accuracy.

Robotic Process Automation

Eliminate repetitive work with AI-powered task automation to improve productivity and streamline processes.

Looking for guidance about the perfect machine learning consulting service for your needs?

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PARTNERSHIP THAT WORKS

How We Deliver Machine Learning Consulting Services

Our machine learning consulting experts, with experience at leading companies, develop and deploy tailored solutions to meet your business needs and unique industry demands for sustainable results and long-term success.

1

Discover

A leader from our team works with you to understand your business challenges, pain points, and strategic goals to uncover new opportunities and identify the options to reach your objectives.
2

Define

Toptal leaders collaborate with your team to define your specific goals and service needs, evaluating multiple approaches and aligning requirements with your strategic objectives to define the best solution.
3

Develop

We will create your unique project timeline, process, and first drafts, whether you want to refine existing AI models or build a tailored machine learning solution from the ground up.
4

Deploy

Toptal will get to work, tracking quality assurance, handling project management, and maintaining the delivery schedule.
Robert Orshaw
Robert Orshaw
CEO, Technology Services

As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.

Previously At

Deloitte
CUSTOMIZED SOLUTIONS

Machine Learning Solutions That Deliver Value

Toptal delivers leading machine learning consulting services through its diverse talent network and flexible delivery models. We implement the right skills at each project phase, blending expertise from various roles for seamless execution.
End-to-End Delivery by Toptal
Comprehensive project delivery, tailored to your specific requirements.
CEO, Technology Services's avatar
CEO, Technology Services
Delivery Manager's avatar
Delivery Manager
AI Product Manager's avatar
AI Product Manager
Machine Learning Consultant's avatar
Machine Learning Consultant
Artificial Intelligence Developer's avatar
Artificial Intelligence Developer
Machine Learning Consultant's avatar
Machine Learning Consultant
Data Scientist's avatar
Data Scientist
Machine Learning Consultant's avatar
Machine Learning Consultant
Robert Orshaw
Robert Orshaw
Toptal Logo

CEO, Technology Services

As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.

Previously at

Deloitte

Technology Experience

35+ Years

Rachael Karaffa
Rachael Karaffa
Toptal Logo

Delivery Manager

Rachael serves as a Delivery Manager at Toptal with a focus on leading diverse global teams in developing innovative solutions for our clients. She works across multiple disciplines, including technology, marketing, and management consulting. Rachael specializes in managing people and client relationships, process optimization, and driving teams toward optimal business outcomes.

Previously Managed Client

Experience

9+ Years

Adrian Gonzalez
Adrian Gonzalez
Verified Expert in Product Management
Experience Icon

14+ Years

of Experience

AI Product Manager

With an engineering degree, two master's degrees that include an MBA, and the ability to speak four languages, Adrian has delivered as a PM in North America, LATAM, and Europe on multiple innovation initiatives, including software development, AI strategy, project delivery, executive coaching, etc. He has extensive experience in technical and business roles and has worked in several industries: telecom, cloud, supply chain, fintech, IT, etc.

Previously at

Adam Ivansky
Adam Ivansky
Verified Expert in Engineering
Experience Icon

13+ Years

of Experience

Machine Learning Consultant

Adam has 13+ years of experience as an engineer and two years of experience as a tech load. His tools of choice include Python 3, Snowflake, Spark, and SQL. His main focus areas include ETLs and machine learning marketing pipelines. Adam is able to communicate effectively with both highly technical and non-technical specialists.

Previously at

David Dai
David Dai
Verified Expert in Engineering
Experience Icon

13+ Years

of Experience

Artificial Intelligence Developer

David has extensive experience in building machine learning and deep learning (DL) solutions at top companies, including Apple, Google, and Facebook, unicorn startups, and academia, as he has a PhD from Carnegie Mellon U. He holds multiple patents in DL-based medical imaging tech and large-scale AI systems. David has grown an AI team to 60+ as the director and tech lead.

Previously at

Filip Boltuzic
Filip Boltuzic
Verified Expert in Engineering
Experience Icon

13+ Years

of Experience

Machine Learning Consultant

Filip is a machine learning engineer with several years of professional experience. He's worked on large-scale problems at Amazon Web Services as a software developer and built natural language processing models as a research associate at the University of Zagreb. Filip's main interests are machine learning and natural language processing, with an emphasis on building text classification models.

Previously at

Karanpreet Kaur
Karanpreet Kaur
Verified Expert in Engineering
Experience Icon

7+ Years

of Experience

Data Scientist

Karanpreet is an experienced data engineer with a solid background in working with multiple leading international enterprise clients across the retail and investment banking domain.

Previously at

Dragos Dima
Dragos Dima
Verified Expert in Engineering
Experience Icon

6+ Years

of Experience

Machine Learning Engineer

Dragos is a passionate machine learning engineer with six years of experience in artificial intelligence. He is well-grounded in natural language processing, Python, and SQL. Dragos has an excellent knowledge of deep learning frameworks such as TensorFlow and PyTorch.

Previously at

Looking for guidance about the perfect machine learning consulting service for your needs?

UNRIVALED EXPERTISE

Our Talent Has Worked With Top Companies

Having previously worked with these leading global companies, our talent brings valuable insights and expertise to deliver world-class outcomes.

Google
OpenAI
Meta
Microsoft
Apple
GoogleOpenAIMetaMicrosoftAppleIBMTeslaOracleAccentureAmazon Web ServicesAirbnbintelDuolingoBooking.comSAPHBOAdobeCiscoNvidiaSAS

Toptal Ranked #1 Most Reliable Professional Services Company in America

Newsweek and Statista’s rankings were based on an independent survey of more than 2,400 decision-makers at Fortune 500s.

Newsweek's Most Reliable Companies in America 2026 ranking. Toptal is ranked #11, the highest-ranked professional services firm.
1Microsoft
2IBM
3Amazon
11Toptal
12Adobe
33Accenture
39Deloitte
66Cognizant
80McKinsey & Company
101KPMG

Highest ranked across all industries

Other Professional Services

Methodology for the Rankings

How likely the respondent is to recommend the selected company to others.

Measures the convenience of interaction with the company and efficiency of processes.

Measures the company’s cost-effectiveness and quality relative to price.

Measures whether the company consistently meets or exceeds expectations in quality and timeliness of deliverables.

Measures the company’s ability to consistently fulfill commitments and maintain customer trust.

Industry Insights

Explore Insights From the Machine Learning Consulting Field

Read the latest articles and resources to keep you current on emerging trends in machine learning consulting, predictive analytics, deep learning models, and more.

How to Approach Machine Learning Problems

How do you approach machine learning problems? Are neural networks the answer to nearly every challenge you may encounter? In this article, Toptal Freelance Python Developer Peter Hussami explains the basic approach to machine learning problems and points out where neural may fall short.

Read More
Peter Hussami

Peter Hussami

Peter's rare math-modeling expertise includes audio and sensor analysis, ID verification, NPL, scheduling, routing, and credit scoring.

Previously at

General Electric

Looking for guidance about the perfect machine learning consulting service for your needs?

Get a Free Consultation Now