We create machine learning solutions powered by intelligent algorithms that derive meaningful insights from various visual inputs, helping users take proper actions.
Machine learning development services
Why Itransition
5+ years of building AI-based solutions
Solid expertise in machine learning, data science, big data, and RPA
Adherence to HIPAA, GDPR, FDA, and other standards and regulations
Standing partnerships with Microsoft and AWS
Client spotlight
+25%
client satisfaction
AI-powered shoppable video platform
Computer visionWe enhanced a video ecommerce platform with machine learning capabilities to enable automated recognition of more than 1.5 million products across images and videos.
+8%
buyer conversion rate
AI-powered platform for a fashion retailer
Computer visionData miningWe built a solution to analyze online user behavior with machine learning and personalize user interactions, increasing the visitor-to-buyer conversion rate.
Enhanced
doctor-patient communication
Telemedicine-ready EHR
Natural language processingWe created an EHR solution with innovative voice recognition, smartpen, and clinical text analysis capabilities to optimize medical workflows and product usability.
50% faster
image recognition
ML-based solution for brand recognition and reporting
Computer visionWe developed a user-friendly ML-based image recognition solution for identifying brands in images and generating bespoke reports.
+25%
client satisfaction
AI-powered shoppable video platform
Computer visionWe enhanced a video ecommerce platform with machine learning capabilities to enable automated recognition of more than 1.5 million products across images and videos.
+8%
buyer conversion rate
AI-powered platform for a fashion retailer
Computer visionData miningWe built a solution to analyze online user behavior with machine learning and personalize user interactions, increasing the visitor-to-buyer conversion rate.
Enhanced
doctor-patient communication
Telemedicine-ready EHR
Natural language processingWe created an EHR solution with innovative voice recognition, smartpen, and clinical text analysis capabilities to optimize medical workflows and product usability.
50% faster
image recognition
ML-based solution for brand recognition and reporting
Computer visionWe developed a user-friendly ML-based image recognition solution for identifying brands in images and generating bespoke reports.
+25%
client satisfaction
AI-powered shoppable video platform
Computer visionWe enhanced a video ecommerce platform with machine learning capabilities to enable automated recognition of more than 1.5 million products across images and videos.
+8%
buyer conversion rate
AI-powered platform for a fashion retailer
Computer visionData miningWe built a solution to analyze online user behavior with machine learning and personalize user interactions, increasing the visitor-to-buyer conversion rate.
Enhanced
doctor-patient communication
Telemedicine-ready EHR
Natural language processingWe created an EHR solution with innovative voice recognition, smartpen, and clinical text analysis capabilities to optimize medical workflows and product usability.
50% faster
image recognition
ML-based solution for brand recognition and reporting
Computer visionWe developed a user-friendly ML-based image recognition solution for identifying brands in images and generating bespoke reports.
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Machine learning solutions we build
As a part of our ML consulting service offering, we develop future-proof ML solutions for companies to automate time-consuming activities and assist human employees.
Customer tracking
Detect humans and their faces, emotions, and gestures, count people, identify suspicious behavior and theft, analyze customer sentiment.
Visual inspection
Monitor manufacturing equipment, check adherence to safety protocols, and control production quality with defect detection.
Medical image processing and analysis
Process digital images to identify abnormalities, achieve an improved medical diagnosis, and rate disease progression.
Our machine learning development roadmap
1
Business needs analysis
Business needs elicitation
Evaluation of the current technology environment
Selection of an optimal ML use case
Functional and non-functional requirements definition
Project scope definition
Basic team composition:
a business solution consultant, an ML solution architect
2
ML solution design
Initial data analysis
Architecture design
Implementation approach and tech stack selection
PoC scope outline (if needed)
Deliverables, timeline, budget, and team establishment
Basic team composition:
a business solution consultant and an ML solution architect
3
ML solution development
Data preparation and validation
Feature engineering and selection
ML algorithm selection and model training
ML models performance metrics evaluation
Optimal model selection
Basic team composition:
a data/ML engineer, a project manager, a business analyst, and a QA engineer
4
Integration and deployment
ML solution integration into the existing environment
ML solution quality assurance
ML solution deployment to the production environment
ML model scaling in the target environment
On-demand deployment automation with DevOps tool
Basic team composition:
an MLOps engineer, a data/ML engineer, a project manager, and a QA engineer
5
Support
Maintenance of the production environment
ML solution performance monitoring
Improvement of solution accuracy/performance
Resolving edge cases
User training and support provision
Basic team composition:
a support engineer and a project manager
Technologies we work with
- Python
- R
- C++
- Java/Kotlin
ML development across industries
We develop ML solutions that help capture product demand and market trends, manage risks and customer churn, and tailor advertising, pricing, products, and services according to customers’ needs and demands.
Learn about other industry solutions from our consultants
Benefits of machine learning development
Outstanding customer experience
Provided by ML-powered chatbots, virtual assistants, recommendation engines, and marketing automation tools.
Increased operational efficiency
Due to automation of repetitive and time-consuming activities, timely delivery of valuable analytics insights, accurate risk forecasting, and bottlenecks recognition.
Production efficiency
Enabled by accurate predictions of market trends and customer behavior tendencies, as well as demand and throughput forecasting.
Increased useful life of assets
Due to accurate calculation of asset remaining lifetime, predictive maintenance, automated asset maintenance, and upgrade planning.
Error reduction
Owing to the elimination of the human factor as a result of machine learning algorithms implementation.
Related services
Data science
Itransition offers data science services to enable companies to elicit insights from voluminous noisy data with the help of advanced algorithms and methods and resolve the most deliberate business problems.
Artificial intelligence
We help companies design and implement AI-enabled solutions to drive automation, personalize customer interactions, improve product quality, mitigate risks, and elevate employees’ capabilities and performance.
Predictive analytics
We create innovative business intelligence and analytics solutions to help enterprises discover data patterns and trends and forecast market trends, financial risks, customer behavior changes, and product demand.
Big data
Itransition builds solutions to help organizations capture and process big data and derive insights to optimize business processes and gain a competitive advantage.
RPA
We deliver ML-powered solutions that assist or substitute employees in routine tasks and increase results’ accuracy, decrease operational costs, and improve employees’ productivity and satisfaction.
