Machine Learning Development Services
Harness Top ML Engineers & MLOps Practices for AI Success
Work with our experts to unlock end-to-end ML development and bring your AI projects from concept to reality faster.
Discuss Your ML Needs
Trusted by our Clients
Service Scope
Our 360-Degree ML Development Services
We manage the full ML lifecycle with MLOps best practices—delivering solutions that’re scalable, reliable, and future-ready.
ML Consulting
Every business is unique—and so is our approach. We design a tailored strategy and roadmap to implement ML solutions that meets your specific needs.
ML Engineering
From data preparation to model training, fine-tuning, and deployment, get your ML models scalable and efficient with our dedicated team of ML engineers
Machine Learning DevOps (MLOps)
Leveraging MLOps best practices like automated testing and continuous monitoring, we supercharge your ML lifecycle to streamline deployment and unlock value at speed.
Machine Learning as a Service (MLaaS)
Skip the heavy lifting and tap into our on-demand ML expertise. Get flexible, cloud-powered machine learning services without the overhead of internal teams.
MML Integration & Implementation
Unlock the power of ML with pre-built models that integrate smoothly into your existing workflows, ensuring faster and more efficient project deployment.
ML Optimization & Support
Get comprehensive support from our experts to monitor and continuously refine your ML models—ensuring your solution stays efficient and fully aligned with your business goals.
Why choose us
Proven Expertise Behind Your Machine Learning Project Success
With years of hands-on experience, we design, build, and scale ML solutions that drive business growth and innovation.
Discuss Your ML Needs
Vetted Team of ML & MLOps Experts
Our seasoned ML engineers don’t just build models. We infuse innovation into every project, delivering top-quality ML software that keeps you ahead of the competition.
Innovation Meets Customization
No two businesses are the same—and neither are our ML solutions. We integrate advanced technologies to deliver custom solutions to address your unique issues.
End-to-End ML Lifecycle Management
From data preparation and model training to deployment and optimization, we manage the entire ML lifecycle, releasing you from risks and headaches.
Scalable, Secured & Future-Ready
Our ML systems are engineered to grow with you and meet global compliance. and remain easy to maintain.
Our Successful Projects
Trustana Incorporated AI/ML Models to Generate Product Descriptions
With the purpose of developing AI-generated text system, Trustana has collaborated with Orient Software for additional ML expertise. This helps the firm build and fine-tune models that generate accurate product descriptions at scale.
Read the full case study
Conexus Worked with Orient Software to Enhance Multi-Language Sentiment Analysis
Conexus partnered with Orient Software to develop an AI-powered sentiment analysis system using state-of-the-art machine learning and NLP models. Our experts have designed language-agnostic models for scalable sentiment analysis.
Read the full case study
Industry-Specific Machine Learning Use Cases
- Finance & Insurance
- Retail & e-Commerce
- Healthcare
- Human Resources
- Logistics & Supply Chain
- eLearning & Education
- Professional Services
- Real-time Underwriting and Credit Scoring
- Stock Market Forecasting
- Financial Risks Assessment & Management
- Deep Learning for Fraud Detection
- Consumer Segmentation & Behavior Analysis
- Advanced Recommender Systems
- Demand Prediction
- User Face Detection
- Early Disease Diagnosis
- Personalized Treatment Plans & Medicine
- Medical Image Analysis
- Data Processing for Anomaly Detection
- Intelligent HR Analytics Tools
- Market Analysis and Demand Prediction Tools
- Jobseeker Intent Analysis
- Personalized Training & Career Development Plans
- Demand Prediction and Capacity Planning
- Data-driven Fleet Management
- Optimized Route Planning
- Personalized Learning Platforms
- Intelligent Tutoring Systems
- Adaptive Testing
- Automated Grading
- Process Automation
- Natural Language Processing
- Forecasting & Advisory Support
- Fraud Detection & Risk Management
Finance & Insurance
- Real-time Underwriting and Credit Scoring
- Stock Market Forecasting
- Financial Risks Assessment & Management
- Deep Learning for Fraud Detection
Retail & e-Commerce
- Consumer Segmentation & Behavior Analysis
- Advanced Recommender Systems
- Demand Prediction
- User Face Detection
Healthcare
- Early Disease Diagnosis
- Personalized Treatment Plans & Medicine
- Medical Image Analysis
- Data Processing for Anomaly Detection
Human Resources
- Intelligent HR Analytics Tools
- Market Analysis and Demand Prediction Tools
- Jobseeker Intent Analysis
- Personalized Training & Career Development Plans
Logistics & Supply Chain
- Demand Prediction and Capacity Planning
- Data-driven Fleet Management
- Optimized Route Planning
eLearning & Education
- Personalized Learning Platforms
- Intelligent Tutoring Systems
- Adaptive Testing
- Automated Grading
Professional Services
- Process Automation
- Natural Language Processing
- Forecasting & Advisory Support
- Fraud Detection & Risk Management
Transform Your Business with ML Engineering Services
Minimize Errors, Maximize Accuracy
Leverage ML to eliminate manual mistakes, avoid analytical errors, and accelerate performance with more accurate data.
Empower Every Decision
Turn vast amounts of information into smarter processes, a stronger workforce, and sustainable growth.
Delight Customers at Every Touchpoint
Through ML-powered targeting, recommendation engines, and chatbots, we drive deeper engagement and personalization.
Boost in Production Efficiency
Uncover patterns, predict market trends and customer behavior, and create products that fit perfectly.
Approach to Future-Forward ML Engineering
Step 1Initial Consultation
Our ML consultants start with a deep analysis of your business goals, challenges, and existing data landscape to identify ML opportunities.
Step 2Data Preparation
Next, we aggregate and transform your data through the data annotation and labeling process. We also incorporate advanced ML techniques in this phase.
Step 3Model Building & Training
Using the right algorithms, we train, validate, and optimize machine learning models customized to your business use cases.
Step 4Deployment & Integration
We integrate models into your existing infrastructure or cloud environment, enabling real-time or batch decision-making across your business systems.
Step 5Continuous Monitoring
We monitor model performance in production, retrain when necessary, and relentlessly fine-tune to deliver greater accuracy, scalability, and ROI.
Why Global Enterprises Trust Us for Measurable Results
50+
AI experts on board
200+
Successful projects delivery
95%
Customer retention for the Data & AI services
10+
Different industries we work with
Our Capabilities for ML Services
Ready to Harness the Power of ML Engineering for Your Business?
Discuss Your ML Needs
Our ML Expertise in Focus
Turn our diverse tech experience into your advantage and build ML-driven success— from automation, forecasting to product innovation.
Computer Vision
We develop cutting-edge computer vision architectures—from classification and detection to video analysis and GANs—empowering clients with the latest breakthroughs.
Natural Language Processing (NLP)
As part of our ML development services, we empower machines to understand and process human language. From speech recognition and translation to sentiment analysis, our experts deliver best-in-class NLP solutions.
Predictive Algorithms
Using advanced ML and deep learning, we create predictive models that help businesses forecast outcomes like workforce needs, churn, competition, risks, and asset maintenance.
Intelligent Process Automation
Orient Software’s ML development services deliver custom IPA solutions that combine data, machine learning, and automation. By embedding analytics and prediction into RPA, we simplify automation process.
Our Technology Expertise Matrix
We leverage leading-edge technologies to develop data engineering solutions and continuously evolve our toolkit.
Tensorflow
SciPy
PyTorch
PostgreSQL
MySQL
MongoDB
PowerBI
Tableau
Qlik
Matplotlib
Microsoft Azure
AWS
Google Cloud Platform
Our Data & AI Experts
Øyvind Forsbak
CEO and Co-Founder
Øyvind Forsbak leads a dedicated team of 350+ specialists, spearheading growth, and innovation across Orient Software’s Cloud Data & AI solutions. Under his leadership, cutting-edge advancements in AI & data engineering and intelligent process automation unlock data-driven insights and accelerate digital transformation for clients worldwide.
Dr. Son Nguyen
CTO of Orient Software
With a PhD in Computer Science and over 15 years of experience in machine learning, deep learning, and big data, Dr. Son Nguyen is a leading voice in the application of AI to solve real-world challenges. He drives sustainability through Data & AI innovation—paired with a shift in organizational culture.
Quoc Nguyen
Data & AI Consultant & Product Manager
Quoc Nguyen specializes in applying data science for business digital transformation, with extensive experience in modern enterprise data management frameworks, including data mesh and data fabric. He plays an essential role in helping bridge business vision with technical execution for innovative companies.
Start Your ML Project with the Right Team
Got a machine learning idea but not sure where to start? Contact us today and let our ML engineers bring it to life!
20
Years in operation
100
Global clients
Full Name
Company
Tell us about your project
*By submitting this form, you have read and agreed to Orient Software's Term of Use and Privacy Statement
Frequently Asked Questions (FAQs)
What is Machine Learning Development?
Machine learning development is the process of designing, building, and deploying algorithms that allow systems to learn from data and make intelligent decisions with minimal human intervention. The process starts with defining business goals, followed by collecting and preparing data. Engineers then design and build ML models using methods like deep learning, NLP, or predictive analytics.
With machine learning development, businesses can unlock new opportunities — from predicting market trends and automating processes to personalizing customer experiences and optimizing operations. In short, it’s about transforming data into actionable intelligence that drives growth and efficiency.
What Kind of Machine Learning Development Services Do You Offer?
At Orient Software, our machine learning development services cover every stage of your AI journey —from initial consulting and custom model development to seamless migration and integration, helping businesses unlock the full potential of their data. Our team of seasoned ML engineers brings proven expertise in big data analytics and visualization, intelligent process automation (IPA), natural language processing (NLP), deep learning, predictive analytics, and computer vision.
We deliver high-quality deep learning solutions, custom web application development, and enterprise-grade Machine Learning as a Service (MLaaS). With our support, clients enhance efficiency, streamline processes, and uncover insights that were previously out of reach.
How Much Do You Charge for a Machine Learning Project?
Pricing for machine learning projects depends heavily on the type of solution and the specific use case you want to address. When estimating the total cost of ownership (TCO), Orient Software’s experts often consider several factors, such as project scope, data complexity, the type of ML models required, integration with existing systems, and the level of customization needed.
A small pilot project or proof of concept may require a modest investment, while large-scale enterprise-grade solutions involving deep learning, NLP, or computer vision are naturally more resource-intensive.
At our company, we tailor each project to your goals and budget, ensuring you get maximum ROI from your ML investment. The best way to determine cost is to discuss your requirements with our team so we can provide a transparent, customized estimate.
Which Pricing Models Do You Offer for the Machine Learning Engineering Service?
We provide flexible pricing models for our Machine Learning Engineering services, tailored to your business needs:
This approach ensures you get the right level of support, whether you need full ownership, extra hands, or end-to-end project execution.
Other Services
