Softarex offers research and development services that tackle complex technical challenges through in-house expertise in Machine Learning, NLP, GPT models, Computer Vision, IoT, and Robotics.
Our team develops automation tools, predictive systems, and intelligent interfaces tailored to specific business goals, helping clients reduce manual work, improve accuracy, and accelerate decision-making.
Areas of research
Machine Learning
- Personalized diet recommendations
- EEG signal analysis
Predictive Modeling
- Finance: Stock price forecasting, credit risk assessment, market trend detection
- Healthcare: Patient outcome prediction, treatment effectiveness analysis
- Marketing: Customer segmentation, campaign optimization, demand forecasting
- Manufacturing: Supply chain optimization, predictive maintenance
Natural Language Processing
- Customer Support, Social Media, Marketing, Banking: Sentiment analysis and insight extraction from textual content
- Finance: News analysis and text-based financial intelligence
GPT models
- Adaptive dialog creation and text analysis for knowledge extraction
- Text generation for various tasks and specialized application
- Copilot integration for efficient code writing
- Design system development and task-specific model integration
Computer Vision
- Restaurants: Tool, product, and employee detection and tracking
- Security: Facial and license plate recognition, object and people tracking
- Control and Production: Queue tracking, distance monitoring, and equipment safety
- Healthcare: Medical image processing and gesture recognition
Internet of things (IoT)
- Deploying and integrating IoT systems with existing technologies
- Combining IoT with Computer Vision
- Optimizing restaurant operations by merging IoT data with Computer Vision
Robotics
- Custom work cells for product preparation, cooking, and dish assembly
- Kitchen automation with Computer Vision, mobile robots, and collaborative robots
- Automatic order picking and delivery
Studying the Problem
Before diving into development, our team takes time to thoroughly understand the problems you’re trying to solve with the product. It sets the foundation for the entire project.
Exploratory Data Analysis
After that, we examine your current data infrastructure and review datasets to uncover patterns, anomalies, and valuable insights that will inform our future decision-making.
Feature Extraction and Engineering
At this stage, our engineers extract features from the data, enhancing the performance of algorithms and models by ensuring they receive the most relevant inputs.
Data Preparation
This step involves thorough data cleansing, normalization, and transformation, ensuring that the data is in an optimal format for modeling and analysis.
Data Modeling and Evaluation
When data is prepared, our team designs and trains numerous models. Then they assess them and pick the one that gives the most accurate results, shows the best performance, and is the simplest.
Designing the Solution
And here we finally craft the architectural blueprint and design of the software solution. Our engineers define the structure of the application, user interfaces, and all essential components to create a robust, user-friendly system.
Support and Maintenance
We are dedicated to ensuring that your software runs smoothly. That’s why after the deployment, our team offers you continuous support and maintenance, as well as makes enhancements based on user feedback and evolving requirements.
Get guaranteed results and maximise business value
Robotics is the new black in the world of digital transformation.Industry use cases
Research for Healthcare
Our healthcare research explores medical imaging analysis, remote patient monitoring, robot-assisted therapy, and precision drug delivery technologies.
Research for Manufacturing
We leverage research to provide manufacturers with advanced tools for efficient, high-quality, and sustainable production. Our solutions cover predictive maintenance, quality control automation, production line monitoring, packaging optimization, waste reduction, energy efficiency tracking, and process simulation.
Research for Restaurants
Here, we focus our research on kitchen management, quality control, order assembly, delivery, warehouse management, and customer service optimization.
Research for Finance
Our team investigates AI-driven innovations in data-based investing, fraud detection, personalized customer engagement, and algorithmic trading.
Research for Healthcare
Our healthcare research explores medical imaging analysis, remote patient monitoring, robot-assisted therapy, and precision drug delivery technologies.
Research for Manufacturing
We leverage research to provide manufacturers with advanced tools for efficient, high-quality, and sustainable production. Our solutions cover predictive maintenance, quality control automation, production line monitoring, packaging optimization, waste reduction, energy efficiency tracking, and process simulation.
Research for Restaurants
Here, we focus our research on kitchen management, quality control, order assembly, delivery, warehouse management, and customer service optimization.
Research for Finance
Our team investigates AI-driven innovations in data-based investing, fraud detection, personalized customer engagement, and algorithmic trading.
Our experts
We are experts in software and hardware engineering. By using and combining cutting edge technologies, we create unique solutions that transform industries.
Yauheni
Head of AI, Computer Vision & Robotics
With MA and PhD degrees coupled by multi-year scientific research experience, I am responsible for the development of knowledge-intensive solutions based on Computer vision, Predictive modeling, Deep learning and Machine learning technologies.
My responsibilities include planning and managing research, designing software architecture, developing project technical documentation and integrating research results into final products. My team and I always strive to apply the best practices of Computer vision and Machine learning to projects.
Maksim
VP of Engineering
In over 13 years of my professional career, I have evolved into a visionary technology leader, overseeing engineering teams and large-scale projects across industries such as Manufacturing & Energy, Restaurant & Hospitality, Aviation, and IT. I have hands-on experience with Mobile technology, Computer vision, Machine learning, Predictive modeling, Cloud computing, and SaaS.
As VP Engineering, I’m focused on driving innovation, optimizing processes, and delivering robust, scalable systems. A standout achievement in my career was leading the development of a cutting-edge Computer vision-based kitchen management platform for a large restaurant chain, which I consider a defining milestone in my professional journey.
