Machine Learning Consulting Services

Machine Learning Consulting & Development Services

Unlock your full business potential with machine learning

We are a globally catering machine learning consulting and engineering company helping all types of businesses, from Fortune 500 whales to SMEs, achieve 360-degree business optimization.

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Drive consistent business growth with ML

Machine learning transforms your business data into actionable insights, paving the way for innovation and fostering business growth.

PixelPlex machine learning consultants and AI developers empower companies with impactful applications that help predict outcomes, automate processes, detect anomalies, mitigate risks, and reduce operational costs.

An infographic of the forecasted growth of the global machine learning market

$140B → $2T

Forecasted growth of the global machine learning market from 2023 to 2030, with a 36.2% CAGR expected during the period.



Еnterprises prioritize AI and machine learning integration over other IT initiatives.



Businesses report an increase in employee productivity due to ML implementation.


Our machine learning services

We take care of all your machine learning objectives, whether it's seamlessly integrating the new technology, addressing ad hoc requests, or developing ML modules and applications for your enterprise infrastructure.

A man in a white shirt providing machine learning consulting services

They not only executed what we requested but also gave insights into what could be achieved with the technology, along with suggestions on what would work best in practice.

Erno Kiss, Co-Founder and Co-CEO at RINNE Technologies
Erno Kiss

Co-Founder and Co-CEO at RINNE Technologies

We offer expert machine learning consulting and training to provide you with the knowledge and tools needed for successful ML implementation. Our expert team thoroughly analyzes your business context, such as industry, competitors, customer needs, and more to determine the ML implementation strategy and use cases, evaluate existing data sources, and identify possible risks.

Our ML developers create machine learning algorithms and applications of any complexity, tailored specifically to meet your unique business requirements. We meticulously carry out data preparation, develop reliable models, conduct thorough training, and perform comprehensive performance evaluations.

We execute seamless and secure integration of machine learning software into your existing systems by following strict protocols to safeguard your data, ensuring privacy and confidentiality. We will handle all the necessary installations, adjustments, and testing to ensure that the ML solutions operate flawlessly.

Our expert team knows exactly how to build custom ML models that will deliver accurate predictions and actionable insights to fuel your business success. Data engineering, model training, validation, optimization, and deployment are on us.

Our machine learning expertise spotlighted

Your enterprise data holds immense transformative power, so let our machine learning consulting company help you unlock it.

Transform unstructured audio recordings and written language into easily understood and interpreted text by leveraging Natural Language Processing applications. We integrate NLP layers into your business workflows to help you easily handle massive language-related challenges and extract practical insights.

  • Text classification
  • Automatic Speech Recognition (ASR)
  • Named Entity Recognition (NER)
  • Speech interpretation
  • Sentiment analysis
  • Unsupervised learning

Utilize advanced computer vision techniques to accurately interpret various aspects and similarities within video and image data. We know exactly how to harness this technique to its fullest, ensuring precision, informed decision-making, and continuous innovation within your organization.

  • Image representation and classification
  • Object recognition and detection
  • Image exposure and segmentation
  • Motion estimation and 3D mapping
  • Lighting and pattern detection
  • Feature extraction and matching

Make use of your existing datasets and implement machine learning modules able to efficiently predict patterns, classify data into categories, identify and select relevant features, detect anomalies, and many more. Rest assured that our team of experienced machine learning specialists will build and fine-tune these models to deliver most accurate and reliable results.

  • Support-vector machines (SVMs)
  • Linear and logistic regression
  • Decision trees
  • Naive Bayes classifier
  • Nearest neighbor
  • K-means clustering

Upgrade your business processes by implementing predictive analytics. We can deliver powerful ML models capable of assisting you with automatic financial flows forecasts, anomalies detection, outcomes anticipation, marketing campaigns optimization, and efficient asset management.

  • Time series analysis
  • Probabilistic machine learning
  • Predictive modeling
  • Clustering and classification
  • Neural networks

Empower your business risk management strategy with the integration of ML modules. Our machine learning experts can build solutions trained to detect anomalies, unusual trends, patterns, or deviations. Elevate your resilience and foresee possible accidents, avoiding expenses and downtime.

  • Transfer learning
  • Random forests
  • Gradient boosting
  • Bayesian methods
  • Feature importance analysis

Maximize your business performance and productivity by transferring repetitive tasks to AutoML solutions and allowing humans to focus on more demanding responsibilities. We will assist you in implementing reliable AutoML tools that will help unleash the full potential of your team, accelerate processes, and reduce the likelihood of human errors.

  • Data preprocessing and cleansing
  • Feature selection and construction
  • Model family selection
  • Model hyperparameters optimization
  • ML models postprocessing
  • Neural networks topology design
  • Data analysis results revision

Make informed decisions based on a comprehensive understanding of your business processes. Our well-versed data scientists will assist you in collecting extensive data sets and transforming the extracted information into insights-driven solutions helping you achieve meaningful business outcomes.

  • NLP and ML expertise
  • Advanced math and computing
  • SQL/NoSQL database coding
  • Python, Scala, SAS, R engineering
  • Data visualization
  • Social media mining

ML innovation for industries

What if we told you that your business could be much more efficient? See how machine learning software can be a game-changer for a plethora of industries.

Machine learning in finance

Effectively mitigate financial risks, process money operations free from human error and anomalies, and optimize asset allocation based on data-driven strategies with our ML models.

The process of medical examination of a human

Machine learning in eCommerce & retail

Leverage machine learning solutions to increase customer satisfaction and minimize churn. Customize product recommendations based on individual preferences and sales forecasts derived from ML models and data analytics.

An oil offshore platform pumping fossil fuels

Machine learning in supply chain

Take advantage of our machine learning consulting services and integrate ML solutions to receive real-time updates on stock volume, eliminate disruptions, and prevent equipment failures and downtime.

A stats chart demonstrating the results of R&D services

Machine learning for healthcare

Employ NLP, predictive analytics, and other machine learning techniques to achieve faster and more accurate diagnosing, enhance disease risk prediction, and facilitate drug discovery and development.

White trucks carrying cargo on a highway

Machine learning in energy

Achieve higher efficiency in energy demand prediction, equipment maintenance optimization, and waste reduction with our machine learning consulting services and solution development.

Mannequin demonstrating a collection in a clothes store

Machine learning in agriculture

Rely on ML models to drive your harvest potential, accurately calculate crop yield, estimate soil parameters, detect diseases and pests, optimize livestock production, and fine-tune irrigation practices.

The library with circle-style bookshelves

Machine learning in marketing

Enhance your client outreach and reinforce loyalty among your existing customers by devising relevant strategies and personalizing content and offerings with the help of machine learning solutions.

Metallic color pipes on an oil factory

Machine learning in education

Develop personalized learning plans and tutoring systems with ML-based applications and achieve improved student performance and more engaging and efficient learning experiences.

Shadowgraph of a person near the mountain

Employ the greatest tech for your project

Leave nothing to chance with our pool of technologies pushing machine learning development forward.

React Native
Skikit Learn
Skikit Image
Power BI
MS Sql
MS Postgresql
Click house
Google Cloud
Microsoft Azure

Logistic Regression







Residual CNNs

Word Embeddings

Our engineering process milestones

We deliver efficient machine learning solutions by adhering to strict quality standards and considering your unique business needs, budget, and timeline restrictions. On average, our machine learning consulting and development process goes like this:

Machine learning implementation flow

Research and discovery

We conduct an extensive analysis of your business and industry specifics to identify the most suitable methodologies, algorithms, and techniques to address your unique challenges effectively.


  • Problem definition
  • Vision and scope document
  • Data collection and preprocessing plan
  • ML model selection and evaluation strategy

Data preparation and structuring

Our machine learning specialists collect, clean, organize, and transform raw data into a format suitable for further analysis and modeling.


  • Cleaned and preprocessed datasets
  • Feature engineering
  • Data split and partitioning strategy
  • Data documentation

Solution design and development

We will design the architecture and algorithms for the machine learning solution and develop the necessary models and software components.


  • ML model architecture
  • Model training
  • Evaluation metrics and performance analysis
  • Documentation and user guides

Testing and deployment

Once the solution is developed, we conduct thorough testing to ensure it consistently delivers accurate and unbiased results. When we are confident that everything works flawlessly, we proceed with the deployment.


  • Tested and validated model
  • Model evaluation report
  • Deployment package
  • Scalability and performance assessment

Support and maintenance

Our machine learning team provides ongoing support and maintenance of the machine learning solution to ensure its continued effectiveness and high-level performance.


  • Model performance monitoring
  • Issue tracking and resolution
  • Model retraining strategy
  • Software updates

Our featured machine learning consulting projects

We fully immerse ourselves in our partners’ ideas, dedicated to ensuring outstanding results. Take a look at our clients that capitalized on our machine learning consulting services.

Web3 Antivirus

A security browser extension that safeguards users from web3-specific dangers and ensures the safety of crypto transactions. Powered by custom machine learning algorithms, Web3 Antivirus effectively detects and warns users about dangerous signing requests, poisoning attacks, malicious code patterns, honeypots, and other threats.

users under protection
dangerous contracts detected
  • 1,838,293 websites blocklisted *As of July 2023
  • Comprehensive ML-powered risk reporting
  • Real-time transaction simulations
  • In-depth token, smart contract, and website analysis
  • Token fair price calculation
  • Custom whitelists and blacklists
Web3 Antivirus, an advanced web3 security solution
Read Web3 Antivirus case study


AI-powered IP protection platform that helps NFT creators, brands, and marketplaces to prevent infringement of their intellectual property. The platform relies on computer vision and NLP models that monitor blockchain in real time and quickly spot potential unauthorized IP usage.

  • Web platform to identify and prevent IP infringement
  • Advanced computer vision and NLP models to detect fakes and duplicates
  • Built-in data layer with complete data about collections and NFTs
  • Intuitive UI enabling users to keep track of their IP in Web3
WatchDog, intellectual property protection service in Web3
Read WatchDog case study


Processes labeled data at scale to generate reliable diagnosis models.

AI and machine medical diagnosis instrument detecting retina disease symptoms while collecting clinical data. Trained for human retina recognition, the tool differentiates individual pathologies and defines diseases based on input images.

  • AI-enabled medical database
  • Web interface for internal testing
  • Computer-assisted human retina analysis
  • Symptom detection & differentiation
  • Disease progress forecasting
AIRA, an AI retina analyzing and disease diagnosis tool
Read AIRA case study


An all-encompassing NFT collectibles analysis platform for fraud prevention and investment risk minimization. Tracks NFT authenticity and ownership, leverages machine learning models to structure big data, searches for collectibles, compares tokens, and recommends top offers.

tokens are processed on Ethereum
NFT collections in total
*As of July 2023
  • AI-enabled performance tracking & NFT analysis
  • Value projection forecasting
  • ML-powered NFT comparison & fake identification
  • Fraudulent activities detection
  • Multi-parameter stats generation
CheckNFT.iO, an intelligent solution to analyze NFT collectibles
Read CheckNFT case study


To help a DeFi giant get started with an ML-powered cross-chain NFT search engine project, PixelPlex provided a comprehensive advisory. The team elaborated the core system elements and came up with user flows, MVP implementation and monetization strategies.

  • Blockchain architecture ideation
  • Tokenomics mechanisms development
  • AI tools, NFT token & search design
  • Vision & scope elaboration
  • Technology stack consulting
Quoth, consulting for a cross-chain NFT search engine project
Read Quoth case study

We share our R&D-based findings about machine learning

Delve into our curated machine learning insights to stay informed about the most significant updates in the field.

More articles

Frequently asked questions about ML

Is AI and machine learning the same?

No, AI and machine learning are not the same, but they are related. AI refers to the broader field of creating intelligent machines that can perform tasks requiring human-like intelligence, such as decision-making and problem-solving. In its turn, machine learning is a subset of AI that focuses on enabling machines to learn and improve from experience without being explicitly programmed. In short, machine learning is a specific approach within AI that allows machines to learn and make predictions based on data.

How does machine learning increase revenue?

By analyzing large amounts of data, ML algorithms can uncover valuable insights, such as customer preferences, market trends, and sales patterns. This enables businesses to optimize pricing strategies, target marketing campaigns more effectively, personalize customer experiences, and improve overall operational efficiency. Ultimately, these actions can lead to increased sales, customer satisfaction, and revenue growth.

How much would a machine learning solution cost?

It is impossible to answer this question without knowing such important factors as the problem’s complexity, dataset size, and customization needs. To get an accurate estimation, contact us via the form below and our machine learning consultants will get back to you as soon as possible.

What if we don't have enough data for training modules?

In cases where there is a shortage of data for training ML models, we employ alternative approaches. These include utilizing specialized tools to generate synthetic data or augment existing data, as well as leveraging pre-trained models from related tasks.

How do you integrate the ML solution with our legacy system?

To achieve seamless connectivity of an ML solution with your legacy system, we undertake several key steps. Firstly, our machine learning consultants assess your current technology stack, infrastructure, and data architecture. Next, we ensure compatibility between your data format and structure with the ML solution through data transformation or preprocessing. Lastly, we develop APIs or data connectors to establish smooth communication and data transfer between your legacy system and the ML solution. By following these steps, we enable a seamless integration that leverages the capabilities of both systems effectively.
  • Services IT R&D RESEARCH & DEVELOPMENT In this ever-evolving tech realm, don't just follow trends — set them.Capitalize on innovation, launch ground-breaking products, and forge new business models for maximum ROI. IT Consulting CONSULTING From complex enterprise tech transformation to the innovative project launch, our team supports businesses at different stages of their projects.Come along, we’ll help you get an edge and play big on the global market. Custom Software Development CUSTOM ENGINEERING Let us have your back in a project of any scale. From user-centric mobile apps to full-blown cross-platform enterprise ecosystems — we’ll bring your concept to life, exactly as you think it should look and work. Mobile App Development MOBILE APP DEVELOPMENT Entrust us with your end-to-end mobile project — from ideation and engineering to app launch and integration.With business growth in mind, we’ll help you hit the market with a slick iOS, Android, or cross-platform app. Mobile App Development iOS App Development Android App Development Cross-Platform App DevelopmentWeb Development WEB DEVELOPMENT Whether you need an app from the ground up or require a legacy system to be updated, we can jump in at any stage.From an accessibility roadmap to post-launch support, we’ll help your business stay strictly legal and competitive. Web Development Web Accessibility Audit Web Accessibility Consulting Accessible Web Development and DesignDevSecOps DevSecOps Ensure your software's integrity and efficiency from conception to compliance. UI/UX Design UI/UX DESIGN Give us the pleasure of adding our secret sauce to your app.We’ll create beautiful screens at the front while breaking the limits of what’s behind them to help your app get to beyond-plausible business achievements. QA & Software Testing QA & SOFTWARE TESTING Engage us for integrated quality assurance services, and our experts will advise on QA strategy and optimize software testing costs.We’ll balance manual testing with QA automation to ensure consistent performance for all possible use cases and devices.
  • Technologies Blockchain BLOCKCHAIN DEVELOPMENT Blockchain Development Blockchain Consulting NFT Development STO Development ZK Rollup Solutions Enterprise Blockchain Development Smart Contracts Development Smart Contract Audit DApp Development Cryptocurrency Exchange DevelopmentData Science DATA SCIENCE Transforming data into growth strategies is our specialty.Leverage our expertise to unlock the potential of your big data and diverse digital assets, driving business growth. Big Data Consulting Data Analytics Business Intelligence Data VisualizationMachine Learning and AI ARTIFICIAL INTELLIGENCE Machine Learning Predictive Analytics Computer Vision Custom AI Development Chatbot DevelopmentAR & VR AUGMENTED VIRTUAL REALITY Immerse your customers into a universe of unimaginable and give them truly novel experiences with AR, VR, and Mixed Reality.We'll help define a proper business concept and find a balance between legacy workflows and next-gen customer engagement solutions. Metaverse METAVERSE We create tools, assets, and ecosystems to seamlessly merge real-life and digital worlds within your Metaverse projects.It could be a multi-layer virtual space or a unique artwork item. Either way, we’ll deliver it — ready and working. Connected Devices (IoT) INTERNET-OF-THINGS Aching to handle digital and physical asset management? We build load-resistant IoT services, both enterprise and consumer.Hit us with IoT consulting, app development, back-end engineering, or existing infrastructure revamping – we’ll nail it down.
  • Industries FinTech & Banking FINTECH & BANKING As traditional finance goes digital, we are committed to building efficient ecosystems and better engagementThink of customized FinTech solutions with tamper-proof transactions and storage, progress transparency and automation — and we’ll make them see the light of day. Retail & eCommerce RETAIL & ECOMMERCE Whether you market B2B or B2C, commerce tech trends are all about value-driven purposes, global sustainability, hybrid shopping journeys, and extra-resiliency.Let your clients know that there’s more to your brand than meets the eye by creating unique customer experiences in all your stores. Supply Chain & Logistics SUPPLY CHAIN & LOGISTICS To make things easier for all vendors, we deliver apps for route and cost optimization, vehicle operational support, and better dispatch time efficiency.With focus is sustainability, resilience, transparency, and immutability, let’s get your transformation going. Healthcare HEALTHCARE Custom healthcare software solutions are aimed at helping you ensure accurate diagnosis, better patient engagement, and positive healthcare outcomes.Whether you require a patient management solution, practice management software, EMR/EHR system, or ML-enabled diagnostics – we’ve got you covered. Real Estate REAL ESTATE Keep up with digital innovation trends by accelerating enterprise transformation and scaling, leveraging data and orchestrating workflows.Whether you manage and sell commercial facilities or invest third-party capital, our integrated solutions help you make the most of it. Oil & Gas OIL & GAS With mobility and digital technologies standing to change the game and define leadership, our mission is to get you digital-first.Resolve operational and conceptual issues by introducing clear tech vision, feasible architectures, and flexible software to take business extension off limits.
  • Solutions Know-Your-Transaction KYT platform ensures financial integrity, compliance, and proactive risk management. Control your operations seamlessly with real-time API integration. DocFlow Secure workflows, decentralized storage, and total document control. Streamline your processes with our business document management system. Arbitrage Bot Alternate your yield channels, maximize investment efficiency, customize trading strategies, and execute profitable low-risk transactions. CryptoAPI Connect your dApps to blockchains commission-free. No need for heavy database upload, infrastructure updates, or a dedicated engineering team. OTC Hawk Redefine wealth and portfolio management at your firm, outpacing your competitors. Make crypto/fiat trading easy and profitable for your clients.
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