Years of experience in AI & ML software development
10+
Transform your business with Emerline's Machine Learning Development Services. Our dedicated ML engineers, selected from a pool of 30+ AI experts, deliver rapid solutions and measurable results, as evidenced by 40+ successful client projects.
Our AI Tech Stack
AI Tools
Cloud Providers
Data Tools
Machine Learning Solutions for Diverse Industries
Machine learning is revolutionizing industries across the board, enabling businesses to unlock valuable insights, automate processes, and gain a competitive edge. Our Machine Learning Development Services cater to a wide range of sectors, including:
Featured Cases
Emerline Helped an AI Company Optimize Store Layouts and Improve Sales Predictions for Large Retailers
Our AI and Data Science professionals developed tailored machine learning models contributing to the improvement of sales forecasting and store layout optimization for major retail leaders in the United States.
Solution category
AI Solution
Country
USA
Industry
AI, ML
Data Science
+3 more
Emerline Helped an AI Company Optimize Store Layouts and Improve Sales Predictions for Large Retailers
Our AI and Data Science professionals developed tailored machine learning models contributing to the improvement of sales forecasting and store layout optimization for major retail leaders in the United States.
Data Science
+3 more
Data Science Solution for the Fintech Sector
Merchant recognition solution based on ML.
Custom development
+4 more
Custom development
+4 more
Custom development
+4 more
Custom development
+4 more
AI-powered Document Search Service for B2B Customers
Emerline has developed an innovative AI-powered chatbot document search service tailored for B2B customers, designed to significantly enhance document management and retrieval processes in a business environment.
Data Science
+5 more
Data Science
+5 more
Data Science
+5 more
AI-Powered Medical Surgery Recording App
Advanced AI-powered iOS Application Integrated with Innovative Health Tech Software Platform
Mobile development
+5 more
Mobile development
+5 more
Why Choose Us?
At Emerline, we go beyond generic software to deliver high-impact Machine Learning solutions precisely tailored to your business needs. We combine deep ML expertise with cutting-edge technology to empower your operations and drive innovation.
10+
Years of experience in AI & ML development
400+
Successfully completed projects
700+
Experienced full-time employees
9
Offices around the Globe
Deep Understanding of Machine Learning
Emerline brings extensive experience in the field of Machine Learning, ensuring our solutions address the unique challenges and complexities of your business. From predictive modeling and data analysis to computer vision and natural language processing, we tailor our ML solutions to meet your specific needs.
Cutting-Edge Machine Learning Technology
Our team possesses deep knowledge of the latest Machine Learning technologies and frameworks, including TensorFlow, PyTorch, and scikit-learn. We leverage these technologies to create innovative solutions that optimize your workflows, automate processes, and drive efficiency.
Seamless Machine Learning Integration
We prioritize seamless integration of our Machine Learning solutions with your existing systems and infrastructure, ensuring a smooth transition, minimal disruption to your workflows, and enhanced data interoperability across your technology ecosystem.
Robust Machine Learning Security and Compliance
We adhere to the highest security and ethical standards in Machine Learning development and deployment. Our solutions are built with robust security measures to safeguard your data, ensure privacy, and maintain compliance with relevant regulations.
Awards and recognitions
Throughout our history, we have developed a number of partnerships with technology leaders, who attested our technical competencies and the ability to understand our customers’ needs and translate them into quality services
71 awards
Top E-Commerce App Development Firms 2025
TOP Software Developers in 2024
TOP Software Development Company in 2024
Top Staff Augmentation Company 2024
Top Mobile App Development Firm 2025
Best Software Development Company in Miami 2025
Top Software Developers 2024
Frequently Asked Questions About Machine Learning Development Services
With over 10 years of experience building AI-powered solutions, Emerline has compiled this FAQ to address common questions about our Machine Learning Development Services. Whether you're looking to augment your in-house team or build a dedicated ML development team from scratch, we offer expert guidance. Browse below, and contact us if your question isn't answered.
Trusted Partner for Your Machine Learning Development Projects
Emerline delivers high-impact Machine Learning solutions, leveraging our seasoned full-stack engineers and AI specialists. We architect, develop, and deploy robust ML models across diverse sectors, using agile methodologies and cutting-edge technologies like deep learning, NLP, and computer vision.
400
+
Successfully completed projects
25 reviews on Clutch
Our offices
Florida, USA
Miami - Headquarters
Poland
Wrocław
Lithuania
Vilnius
Germany
Heidelberg
The Advantages of Choosing Emerline for Machine Learning Development
Deep Industry Research & Strategic Guidance for Machine Learning
Benefit from our extensive investment (10K+ man-hours annually) in innovative AI/ML research, coupled with expert-led education sessions and workshops to define your unique business model and develop a sound Machine Learning strategy.
Cost-Effective Machine Learning Solutions
Maximize your budget with our commitment to financial efficiency. We leverage existing ML tools and proven methodologies to deliver high-quality solutions, ideal for startups and businesses focused on rapid deployment.
Machine Learning Expertise Across Platforms
Gain a strategic edge with our specialized team experienced in adapting ML for various platforms, including web, mobile, and embedded systems. We ensure your applications are powered by cutting-edge Machine Learning capabilities.
Access to Academic Excellence in Machine Learning
Leverage our collaborations with leading universities. Our on-campus labs and partnerships provide access to specialized knowledge and expertise, enabling us to deliver niche ML projects successfully.
Proven Methodology & Rapid Prototyping for Machine Learning
Accelerate your project with our structured CRISP-DM approach. We quickly validate data quality and anticipate outcomes through the development of Proof of Concepts (PoCs) and Minimal Viable Products (MVPs) specifically for Machine Learning applications.
Continuous Learning and Innovation in Machine Learning
Our team is dedicated to staying at the forefront of ML advancements through ongoing education, webinars, and use case exploration. This ensures you receive the most innovative and effective Machine Learning solutions.
The Benefits of Integrating Machine Learning into Your Business
Machine learning offers a wide range of benefits for businesses of all sizes, from startups to large enterprises. By automating tasks, optimizing workflows, and providing valuable insights, our machine learning solutions can help you streamline operations, improve efficiency, and drive growth.
Elevated Efficiency and Productivity
- Beyond Automation: Our machine learning models go beyond basic automation to implement sophisticated solutions that optimize workflows, streamline processes, and enhance productivity across your operations.
- Resource Optimization: Gain real-time visibility into resource utilization, enabling dynamic allocation and optimization of schedules to minimize downtime and enhance productivity.
- Data-Driven Performance: Track key performance indicators (KPIs) with granular detail, analyze trends, and identify areas for improvement to continuously optimize processes and boost overall operational efficiency.
Enhanced Decision-Making and Business Insights
- Predictive Analytics: Leverage machine learning to forecast future trends, anticipate customer behavior, and identify potential risks, enabling proactive decision-making and mitigating potential issues.
- Actionable Insights: Gain deeper understanding of your data through advanced analytics and reporting dashboards, uncovering hidden patterns and driving data-driven decision-making.
- Improved Accuracy: Reduce errors and biases in decision-making by leveraging machine learning models to analyze complex data and provide objective insights.
Increased Profitability and Growth
- Cost Optimization: Reduce operational costs by optimizing resource utilization, minimizing waste, and streamlining processes through automation and intelligent insights.
- Enhanced Revenue Generation: Drive revenue growth by leveraging machine learning for targeted marketing, personalized recommendations, and improved customer experience.
- Innovation and Expansion: Foster innovation by leveraging data insights and advanced analytics to optimize existing offerings, develop new products and services, and expand into new markets.
Enhanced Customer Experience
- Personalization: Leverage machine learning to deliver highly personalized experiences, such as tailored product recommendations and customized content, leading to increased customer satisfaction and loyalty.
- Improved Customer Support: Enhance customer support with AI-powered chatbots and virtual assistants that provide instant responses, personalized solutions, and seamless escalation of complex issues.
- Churn Prediction and Prevention: Identify at-risk customers and proactively address their concerns with machine learning models that predict churn, enabling targeted retention strategies.
Our Machine Learning Development Services
Machine Learning Consulting & Strategy Development
We conduct comprehensive ML assessments and strategic workshops to deeply understand your business objectives, data landscape, and potential use cases. This enables us to formulate bespoke ML roadmaps, aligning advanced algorithms and techniques with your core business strategies to drive measurable ROI.
Custom Machine Learning Model Development & Deployment
Our team of seasoned ML engineers excels in the end-to-end lifecycle of custom ML model development, from data preprocessing and feature engineering to model selection, training, and deployment. We leverage cutting-edge frameworks like TensorFlow, PyTorch, and scikit-learn to build sophisticated models for predictive analytics, classification, clustering, and other ML tasks, ensuring seamless integration into your existing systems.
Predictive Analytics & Data-Driven Insights
We harness the power of predictive analytics to unlock valuable insights from your data, enabling you to anticipate trends, optimize processes, and make informed decisions. Our ML models can forecast customer behavior, identify potential risks, and uncover hidden patterns to drive business growth.
Machine Learning for Automation & Optimization
We apply advanced ML techniques to streamline complex workflows and optimize operational efficiency. Our solutions incorporate machine learning to dynamically adapt to changing conditions, enabling real-time optimization of resource allocation, process automation, and decision-making.
Computer Vision & Image Analysis with Machine Learning
Our computer vision solutions utilize deep learning architectures to perform intricate image and video analysis. We develop applications for object detection, image classification, and real-time video analytics, enabling use cases in quality control, automation, and more.
Natural Language Processing (NLP) & Text Analytics
Our NLP experts develop sophisticated language models to analyze text data and extract valuable insights. We specialize in sentiment analysis, text summarization, and topic modeling, enabling applications for customer feedback analysis, content categorization, and knowledge discovery.
Machine Learning Integration & Legacy System Modernization
We seamlessly integrate modern ML solutions with your legacy systems, ensuring interoperability and data consistency while modernizing your applications for enhanced scalability and performance. This approach safeguards your existing infrastructure and enables future AI advancements.
Custom Machine Learning Development
Beyond pre-built models and solutions, we offer fully customized machine learning development tailored to your unique needs and challenges. Our experts work closely with you to design, develop, and deploy bespoke ML solutions that address your specific requirements and deliver exceptional results.
Emerline’s Machine Learning Engineers Prioritize Code Excellence
At Emerline, we understand that robust code is the foundation of successful Machine Learning solutions. Our dedicated ML engineers adhere to stringent quality standards, ensuring your ML models are reliable, scalable, and maintainable for long-term success.
Code Reviews
Thorough peer reviews to identify potential issues early in the development process.
Automated Testing
Rigorous automated testing to ensure code reliability and functionality.
CI/CD
Continuous integration and continuous deployment pipelines for automated build, testing, and deployment processes.
Code Style Guides
Adherence to established code style guides for consistency, readability, and maintainability.
Static Code Analysis
Utilizing static analysis tools to identify potential vulnerabilities, code smells, and performance bottlenecks.
Refactoring
Continuous code refactoring to improve code structure, efficiency, and maintainability.
Expert-Level and Compliance with Industry Standards
Emerline’s healthcare software development services have received numerous certificates and achievements, which demonstrate our high level of expertise.
Health Insurance Portability and Accountability Act (HIPAA)
A set of standards to protect sensitive patient health data.
HIPAA & HITECH
Health Information Technology for Economic and Clinical Health Act created to promote the adoption of electronic health records (EHR).
Digital Imaging and Communications in Medicine (DICOM)
The standard for the communication and management of medical imaging information and related data.
General Data Protection Regulation (GDPR)
General data protection regulation is a part of EU law dedicated to protecting privacy and personal data.
Health Level Seven (HL7)
International standards used to transfer clinical or administrative data between healthcare providers.
ISO 13485:2016
Requirements for a quality management system for the design and production of medical devices.
Emerline is an important part of our strategic team!
Emerline has been our technology partner since late 2012. In the early years I thought that would be a short-term gap fill until I could afford to hire my own technical team in the US. But they have consistently met the demands of our growing company and helped us build what we believe is the industry's best solution option. Emerline provides high quality work, so much so that our platform's reliability and accuracy has been mentioned by our largest customer's internal vendor survey repeatedly. The individuals we work with aren't just contractors, they are an important part of our strategic Team and we enjoy working with them every day!
Emerline is an important part of our strategic team!
Emerline has been our technology partner since late 2012. In the early years I thought that would be a short-term gap fill until I could afford to hire my own technical team in the US. But they have consistently met the demands of our growing company and helped us build what we believe is the industry's best solution option. Emerline provides high quality work, so much so that our platform's reliability and accuracy has been mentioned by our largest customer's internal vendor survey repeatedly. The individuals we work with aren't just contractors, they are an important part of our strategic Team and we enjoy working with them every day!
President/CEO, CPG Data
USA
President/CEO, CPG Data
USA
Emerline has been the best development partner we’ve ever worked with!
Emerline has been the best development partner we’ve ever worked with. The team is very responsive and the quality is very high. They are always willing to do whatever is necessary to support development and customer support efforts. I would recommend them to anyone.
Emerline has been the best development partner we’ve ever worked with!
Emerline has been the best development partner we’ve ever worked with. The team is very responsive and the quality is very high. They are always willing to do whatever is necessary to support development and customer support efforts. I would recommend them to anyone.
CEO, Praxie
USA
CEO, Praxie
USA
We recommend Emerline as a trusted technology partner
We can confidently say that Emerline fully met our expectations, starting with providing high-quality advice on technologies that would improve our solution and continuing with their fast, high-quality implementation. Emerline has strong communication processes in place that kept us apprised of the project's stage and allowed us to discuss any issues on the go. The team was professional and promptly made adjustments when asked. We recommend Emerline as a trusted technology partner for developing telemedicine solutions and would choose to work with Emerline again regarding new projects.
We recommend Emerline as a trusted technology partner
We can confidently say that Emerline fully met our expectations, starting with providing high-quality advice on technologies that would improve our solution and continuing with their fast, high-quality implementation. Emerline has strong communication processes in place that kept us apprised of the project's stage and allowed us to discuss any issues on the go. The team was professional and promptly made adjustments when asked. We recommend Emerline as a trusted technology partner for developing telemedicine solutions and would choose to work with Emerline again regarding new projects.
Founder, Hello Ralphie
USA
Founder, Hello Ralphie
USA
We are very pleased and content with our relationship with Emerline
We are very pleased and content with our relationship with Emerline. We rely on their team for full-stack development of our platform. We respect the high technical caliber and dedication of the team assigned to our project. Emerline provided us with the scaling we needed to grow development capabilities from early-stage POC to now a globally deployed platform in the HR Teach space.
We are very pleased and content with our relationship with Emerline
We are very pleased and content with our relationship with Emerline. We rely on their team for full-stack development of our platform. We respect the high technical caliber and dedication of the team assigned to our project. Emerline provided us with the scaling we needed to grow development capabilities from early-stage POC to now a globally deployed platform in the HR Teach space.
CEO, Espresa
USA
CEO, Espresa
USA
We highly recommend Emerline as a technology partner
The Emerline team involved in the completion of our projects demonstrated a high level of responsiveness and support by solving issues and answering questions ASAP. They were diligent and proactively addressed the challenges that arose during the development process. Our cooperation ran smoothly and professionally, and Emerline quickly provided direct and correct advice when necessary. We highly recommend Emerline as a technology partner for large and complicated development projects that also delivers continuous cooperation with the provider on new projects.
We highly recommend Emerline as a technology partner
The Emerline team involved in the completion of our projects demonstrated a high level of responsiveness and support by solving issues and answering questions ASAP. They were diligent and proactively addressed the challenges that arose during the development process. Our cooperation ran smoothly and professionally, and Emerline quickly provided direct and correct advice when necessary. We highly recommend Emerline as a technology partner for large and complicated development projects that also delivers continuous cooperation with the provider on new projects.
VP Global IT, FUCHS Group
Germany
VP Global IT, FUCHS Group
Germany
Emerline helped us build an MVP into a full-fledged production platform — in 14 months
Emerline worked closely with us to take the best ideas from our MVP and integrate them with transactional capabilities for digital payments, workflow for job management, and funds transfers for cash advances. Our platform was built to service the roofing industry getting contractors paid faster so they can focus on growing their businesses and servicing their customers.
Emerline helped us build an MVP into a full-fledged production platform — in 14 months
Emerline worked closely with us to take the best ideas from our MVP and integrate them with transactional capabilities for digital payments, workflow for job management, and funds transfers for cash advances. Our platform was built to service the roofing industry getting contractors paid faster so they can focus on growing their businesses and servicing their customers.
Founder and CEO, SquareDash
USA
Founder and CEO, SquareDash
USA
They proved themselves reliable technology partners
Throughout our cooperation with Emerline, they proved themselves reliable technology partners. That’s why we trusted them with our new project — website migration to AEM and revamping our brand’s product catalog that we use across multiple websites — without any hesitation. The team always stayed in touch, providing regular feedback and progress updates. The cooperation was smooth, and the work on the project was completed in due time. They provided an efficient solution that allowed us to reduce infrastructure costs; with it, we didn’t have to depend on third-party vendors. Thanks, Emerline! We will definitely continue working with you.
They proved themselves reliable technology partners
Throughout our cooperation with Emerline, they proved themselves reliable technology partners. That’s why we trusted them with our new project — website migration to AEM and revamping our brand’s product catalog that we use across multiple websites — without any hesitation. The team always stayed in touch, providing regular feedback and progress updates. The cooperation was smooth, and the work on the project was completed in due time. They provided an efficient solution that allowed us to reduce infrastructure costs; with it, we didn’t have to depend on third-party vendors. Thanks, Emerline! We will definitely continue working with you.
IT Director
USA
IT Director
USA
Emerline exceeded expectations!
Redesigning our website wasn’t just about updating our look — it was about building a stronger front door for the world to experience Miami’s economic story. As the official EDO for Miami-Dade, we knew the stakes were high.
Emerline exceeded expectations. They were consistently organized, forward-thinking, and committed. In less than six months, we had a completely new platform — faster, smarter, and built to grow with us. We’re proud of what we built together!
Emerline exceeded expectations!
Redesigning our website wasn’t just about updating our look — it was about building a stronger front door for the world to experience Miami’s economic story. As the official EDO for Miami-Dade, we knew the stakes were high.
Emerline exceeded expectations. They were consistently organized, forward-thinking, and committed. In less than six months, we had a completely new platform — faster, smarter, and built to grow with us. We’re proud of what we built together!
President & CEO, Miami-Dade Beacon Council
USA
President & CEO, Miami-Dade Beacon Council
USA
The team gladly brought their expertise and delivered us a perfect solution to meet our customers’ business needs.
The Emerline team wasn’t scared of any challenges and managed to design a solution to cater to any analytical or supply chain tasks. Their enthusiasm and process transparency ensured seamless communication and prompt reaction to any adjustment or focus shift from our side. Their experience and dedication allowed them to provide the solution really fast. We highly recommend choosing Emerline as a development partner if you need a high-end solution for your business.
The team gladly brought their expertise and delivered us a perfect solution to meet our customers’ business needs.
The Emerline team wasn’t scared of any challenges and managed to design a solution to cater to any analytical or supply chain tasks. Their enthusiasm and process transparency ensured seamless communication and prompt reaction to any adjustment or focus shift from our side. Their experience and dedication allowed them to provide the solution really fast. We highly recommend choosing Emerline as a development partner if you need a high-end solution for your business.
Founder & CEO, Kontango
USA
Founder & CEO, Kontango
USA
Emerline demonstrated a deep understanding of the client's vision
Emerline demonstrated a deep understanding of the client's vision, delivering a functional MVP on time and within budget. The team was highly responsive to the client's needs and maintained clear communication throughout. Above all, their exceptional project management skills stood out.
Emerline demonstrated a deep understanding of the client's vision
Emerline demonstrated a deep understanding of the client's vision, delivering a functional MVP on time and within budget. The team was highly responsive to the client's needs and maintained clear communication throughout. Above all, their exceptional project management skills stood out.
CEO, Founder of Tribela GmbH
Germany
CEO, Founder of Tribela GmbH
Germany
The level of skill and quality of the developers is outstanding!
Emerline has been helping the client significantly improve their apps for 1.5 years. Their efforts have resulted in positive feedback from users and stakeholders. Moreover, the vendor impresses the client with their skills, flexibility, excellent project management, and effective communication.
The level of skill and quality of the developers is outstanding!
Emerline has been helping the client significantly improve their apps for 1.5 years. Their efforts have resulted in positive feedback from users and stakeholders. Moreover, the vendor impresses the client with their skills, flexibility, excellent project management, and effective communication.
Director, RedWrasse Ltd.
UK
Director, RedWrasse Ltd.
UK
Impressed with transparency, proactiveness, and customer-oriented processes
Emerline helped the client deploy the mobile app on the app store. Their team impressed the client with their transparency, proactiveness, and customer-oriented processes. They informed the client about any issues and addressed them swiftly, positively affecting the product quality and work speed.
Impressed with transparency, proactiveness, and customer-oriented processes
Emerline helped the client deploy the mobile app on the app store. Their team impressed the client with their transparency, proactiveness, and customer-oriented processes. They informed the client about any issues and addressed them swiftly, positively affecting the product quality and work speed.
CEO & Founder, Visible
Switzerland
CEO & Founder, Visible
Switzerland
My experience with Emerline has been great
The team was hired to design and develop the Echospectra mobile and web applications, as well as to integrate them with a variety of cloud services. A critical requirement was to rapidly develop the apps in an agile manner, quickly implementing important stakeholder and user feedback as it came along, and fixing any outstanding bugs. The team managed to accommodate this kind of agile, change-driven process successfully. Thanks to their rapid development approach, we've been able to build the initial app versions and then continuously iterate on them to refine our product offering and make sure it meets and exceeds customer expectations. I highly recommend them to anyone looking for a reliable partner who delivers on time and on budget.
My experience with Emerline has been great
The team was hired to design and develop the Echospectra mobile and web applications, as well as to integrate them with a variety of cloud services. A critical requirement was to rapidly develop the apps in an agile manner, quickly implementing important stakeholder and user feedback as it came along, and fixing any outstanding bugs. The team managed to accommodate this kind of agile, change-driven process successfully. Thanks to their rapid development approach, we've been able to build the initial app versions and then continuously iterate on them to refine our product offering and make sure it meets and exceeds customer expectations. I highly recommend them to anyone looking for a reliable partner who delivers on time and on budget.
CEO, Echospectra
USA
CEO, Echospectra
USA
They were very successful in listening to what we needed
They were very successful in listening to what we needed, making the appropriate suggestions, and pointing us in the right direction. They helped move our software from an awkward and crashy program to one that we depend on everyday. We couldn't do what we do without it.
They were very successful in listening to what we needed
They were very successful in listening to what we needed, making the appropriate suggestions, and pointing us in the right direction. They helped move our software from an awkward and crashy program to one that we depend on everyday. We couldn't do what we do without it.
Business Director, 3QC, Inc.
USA
Business Director, 3QC, Inc.
USA