GlobalML ∘ Machine learning ∘ Computer vision ∘ Data analysis ∘ Artificial intelligence

What We Do

We develop and implement business solutions based on machine learning, computer vision and data analysis

Machine learning

Predictive and recommendation systems, optimization problems

Computer vision

Systems based on computer vision algorithms and video analytics

NLP systems

Systems based on natural language analysis and recognition

Data analysis

Data segmentation, identification of patterns, search for anomalies

About Us

In 2022, numerous talented developers and experts in data analysis, machine learning and computer vision left Russia. A number of them came together to build a new company, GlobalML.

Collectively, GlobalML offers:

Comprehensive experience garnered from hundreds of successfully completed projects for large commercial and industrial clients, underlining our capability to deliver high-caliber solutions.
A team of skilled engineers and data scientists who have refined their abilities at some of the industry's leading AI/ML companies.
Our team includes computer science graduates from prestigious universities and victors of top-tier international programming competitions.

International Team

With professionals located across Europe, Asia, and North America, our team brings together diverse perspectives and expertise from around the globe

Deep expertise

We possess deep expertise in various areas of machine learning and artificial intelligence, ensuring that we can tackle complex challenges and deliver innovative solutions

Computer vision 45+ projects

Forecast systems 35+ projects

Natural Language Processing 40+ projects

Recommender systems 25+ projects

Data analysis, anomaly search35+ projects

Other tasks 15+ projects

Satisfied Clients

Projects

Сountries

Talented data scientists

Services

A comprehensive range of services encompassing data analysis, the development of intelligent systems utilizing machine learning and computer vision

Data Analysis

Our experts excel in data exploration, uncovering hidden patterns, and identifying anomalies. We specialize in data segmentation and clustering, enabling you to gain valuable insights from your data

Development of intelligent algorithms

Our team is skilled in designing and implementing cutting-edge analytical systems based on machine learning and computer vision

R&D projects and scientific research

We actively engage in testing hypotheses, conducting scientific research, and developing innovative algorithms

Consultancy services for the implementation of intelligent systems

We provide valuable analysis and insights into the implementation of intelligent algorithms to solve complex business problems

Standard solutions utilizing machine learning and computer vision technologies

We offer pre-built solutions leveraging state-of-the-art computer vision algorithms. These solutions can be further customized and retrained using your specific data, ensuring optimal performance and alignment with your unique requirements

GPU/TPU computing

High-performance computing for AI and ML workloads

Solution Examples

All
Computer vision
Forecasting systems
Natural language processing

Pattern recognition

Object Parameter Detection

Text analysis

Keyword Extraction and Sentiment Analysis

Text recognition

Text recognition, numbers, inscriptions, and code

Breakdown prediction

Equipment failure prediction

Text classification

Website classification

Anomaly recognition

Cross-surface defect recognition

Churn forecasting

Customer forecasting and customer retention

Conversion prediction

Sales conversion forecasting

Text generation

Description-based domain name and logo generation

Smart City

Intelligent system for analyzing the urban environment

Road Maintenance

Pavement Marking Wear
Potholes
Formation of Puddles
Snow Accumulation
Inoperative Lighting

Public Safety

Graffiti Vandalism
Physical Altercations
Crowd Monitoring
Motor Vehicle Accidents

Law enforcement

Wanted Vehicles
Person of Interest Search
Silhouette-Based Search
Map-based Object Tracking

Traffic Management

Traffic Parameter Analysis
Traffic Forecasting
Traffic Signal Optimization
Simulation Data Analysis

Waste Management

Waste Management Compliance
Accumulation of Waste
Waste Receptacles Condition Monitoring
Monitoring Public Waste Disposal Behavior
Inoperative Lighting

Public Transport

Passenger Transport Dispatch
Tracking Unique Passengers
Facial Recognition
Abandoned Object Detection
Bus Stops

Areas of application

Today, machine learning has found extensive applications across various sectors of the digital economy, including industry, retail, autonomous vehicles and driver assistance systems, unmanned aerial vehicles, high-tech agriculture, healthcare, and more

Machine learning enables retailers to automate previously manual processes. By implementing an analytics system at the point of sale, retailers can receive automatic notifications for stock shortages or unmet customer requirements. Machine learning can be applied to monitor staff performance, analyze visitor traffic, optimize work schedules, evaluate the effectiveness of promotions, and more

Machine learning plays a crucial role in inventory analysis, automated sorting and tracking systems, barcode scanning, and order compliance checks. It facilitates the development of automated access control systems, demand and supply volume forecasting systems, and enhances overall efficiency in logistics and transportation operations

In modern high-tech production environments, machine learning enables effective quality control and optimization of technological processes. Machine vision has revolutionized flaw detection in the industry by allowing real-time monitoring of product quality during the manufacturing process. Additionally, computer vision techniques, such as analyzing the granulometric composition of raw materials, can significantly optimize production processes

Machine learning technology is used in workforce management, access control systems, work schedule optimization, safety and health systems, and various other applications

Machine learning can assist in monitoring personnel, detecting policy and labor discipline violations, tracking visitor traffic, ensuring public safety and order, and addressing various operational challenges in the hotel and restaurant industry

By integrating computer vision technologies with global positioning systems, precision farming becomes possible, leading to increased agricultural yield and efficiency. Monitoring agricultural fields using satellite images and unmanned aerial vehicles, as well as determining crop maturity, enables accurate predictions of production volume

Computer vision plays a vital role in medical imaging, aiding in computer diagnostics, personalized therapy planning, and decision-making support for medical professionals. Computer vision systems enhance diagnosis accuracy by detecting subtle details that might be overlooked by doctors. These systems can also compare images with a vast database, providing insights for more precise diagnoses

Artificial intelligence serves as the foundation for advanced features such as side traffic warning systems, autopilots, and autonomous vehicles, revolutionizing the transportation industry.

Technology

Wide range of technology coverage

CV

Computer vision

Python, PyTorch, MMDetection, MMSegmentation, Ultralytics (YOLOv8), Transformers (Hugging Face), OpenCV SAIL (TPU - Sophon Artificial Intelligent Library)