At Softarex, we always venture off the beaten path. We leverage the forces of science and innovation to assist our customers in addressing their challenges in the most efficient manner.
Our committed in-house research team conducts in-depth studies in Machine Learning, Predictive Modeling, Natural Language Processing, GPT Models, Computer vision, Internet of Things, and Robotics, enabling us to develop outside-the-box solutions tailored precisely to your needs.
Areas of research
Machine Learning
- Personalized diet recommendation generation
- EEG signal analysis
Predictive Modeling
- Predicting stock prices, assessing credit risk, and identifying market trends for the financial industry
- Predicting patient outcomes and evaluating treatment effectiveness in healthcare
- Empowering targeted advertising, customer segmentation, and demand forecasting in marketing
- Providing manufacturing solutions for supply chain optimization and equipment failure forecasting
Natural Language Processing
- Text sentiment analysis, deriving insights from textual content useful in customer support, social media, marketing, banking, and much more
- News and text-based financial analysis, providing valuable intelligence for the financial sector
GPT models
- Adaptive dialog creation
- Text analysis and knowledge extraction
- Generating texts for various tasks
- Integration of Copilot for efficient code writing
- Developing design systems using roles and GPT models
- Combining and integrating GPT models for specialized tasks
Computer Vision
- Restaurant systems for tool, product, and employee detection and tracking
- Security systems with facial and license plate recognition, and object and people tracking
- Control systems for queue tracking and distance monitoring
- Production systems for equipment tracking and safety monitoring
- Medical image processing systems
- Gesture recognition systems
Internet of things (IoT)
- Deploying and integrating IoT systems
- Integrating IoT systems with Computer Vision systems
- Leveraging IoT in the restaurant industry by merging signals from equipment and Computer Vision software
Robotics
- Developing custom work cells to address restaurant challenges such as product preparation, product cooking, dish assembly
- Advancing kitchen automation by integrating Computer Vision systems, mobile robots, and collaborative robots to reduce manual labor
- Enhancing restaurant automation for 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 team is dedicated to exploring the capabilities of advanced technologies to assist healthcare professionals in delivering more informed, proactive, and patient-centered care.
Our research efforts in this area focus on solving various tasks, including medical image analysis automation, data management, real-time remote patient monitoring, robot-assisted therapy, drug delivery, and more.
Research for Manufacturing
We leverage the power of research to empower manufacturers with cutting-edge digital tools for effective, high-quality, and green production.
Our engineers apply their expertise in the latest technology to help manufacturers with everything from predictive maintenance and quality control automation to production line monitoring and packaging.
Research for Restaurants
In the restaurant industry, our research centers on improving customer satisfaction, optimizing kitchen operations, and ensuring intelligent monitoring with smart software solutions.
We exploit the potential of technology to enable businesses to tackle challenges in areas such as kitchen management, food quality control, order assembling, delivery, warehouse management, customer service, and more.
Research for Finance
When it comes to the field of finance, we go beyond just automation.
With extensive experience in AI, we strive to reimagine financial and banking services as we know them. Our research team is looking into the opportunities advanced technology can create for data-driven investing, automated fraud detection, personalized customer engagement, and algorithmic trading.
Research for Healthcare
Our team is dedicated to exploring the capabilities of advanced technologies to assist healthcare professionals in delivering more informed, proactive, and patient-centered care.
Our research efforts in this area focus on solving various tasks, including medical image analysis automation, data management, real-time remote patient monitoring, robot-assisted therapy, drug delivery, and more.
Research for Manufacturing
We leverage the power of research to empower manufacturers with cutting-edge digital tools for effective, high-quality, and green production.
Our engineers apply their expertise in the latest technology to help manufacturers with everything from predictive maintenance and quality control automation to production line monitoring and packaging.
Research for Restaurants
In the restaurant industry, our research centers on improving customer satisfaction, optimizing kitchen operations, and ensuring intelligent monitoring with smart software solutions.
We exploit the potential of technology to enable businesses to tackle challenges in areas such as kitchen management, food quality control, order assembling, delivery, warehouse management, customer service, and more.
Research for Finance
When it comes to the field of finance, we go beyond just automation.
With extensive experience in AI, we strive to reimagine financial and banking services as we know them. Our research team is looking into the opportunities advanced technology can create for data-driven investing, automated 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.
Softarex is a one-stop-shop, providing all services needed to make your project a success.
Maxim
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.
