Machine Learning
Making interaction with your products human-like
Boosting Your Performance
Machine learning can drastically improve the level of your business diligence. While you focus on your business goals, SOLVVE takes care of the research and technical implementation based on data science and exploratory data analysis. SOLVVE has a dedicated machine learning department of mathematicians and development experts with academic backgrounds run by experienced and tech-savvy project managers and team leaders.
Specialization
Our ML-departments specializes in the following areas:
- Data science.
- Computer vision, including:
- Object detection, e.g. used for shoplifting prevention, facial recognition, or blood tests.
- Semantic segmentation.
- Action, text, and optical character recognition.
- Image clustering.
- Optimization.
- Forecasting, including autoregressive models with Facebook Prophet and ARIMA.
- Natural language processing, including:
- Content classification, e.g. job or language.
- Unsupervised summarization.
- Deep learning models.
- Chat-bots.
- Named entity recognition.
- Text generators.
Experience
SOLVVE experts and engineers have successfully delivered project dealing with:
- Data forecasting.
- Facial recognition and identification of individuals in crowded places.
- Monitoring of human behavior and classifying anomalies online in real time.
- Detection and classification of images.
- Extracting data from images.
- Background removal.
- Extensive data analysis.
Benefits for your business
The development process at SOLVVE is based on agile methodologies, iteration and continuous delivery, as well as flexible payment schemes with zero financial risks for our clients. Extensive experience supported by numerous case studies in our portfolio.
Level of experts. Our company has a dedicated ML-department led by project managers with relevant technical education and skills while each of our middle and senior developers is a high-level professional with a deep knowledge of a specific technology stack.
A business approach to maximize deliverables and minimize costs and risks through:
- In-depth ideation of the product business logic.
- Assembling a well-fitting team of developers.
- Choice of technical solutions.
- Assessment and risk analysis at each development stage.
- A clear explanation of the client’s involvement in all the processes and preliminary results.
- Transparent pricing methods and delivery schedules.
- Guarantees.
Tailoring your custom solutions
Your project will get a personalized technical solution based on our expertise. Here is how we do it at SOLVVE:
- You provide a detailed description of a task or a project to our team.
- We study the description and come back to you within 1-2 weeks to set up a call where we will present our preliminary deliverance plan. During the call, we align our general visions on the projects with you and settle on questions that come up.
- During the next 2-3 days, our business analysts and the development teams deep-dive into technical details of the project delivery. Each of the involved experts offers specific solutions and tools based on their experience and best practices.
- Our team drafts a detailed document about the most efficient technical way to achieve project goals, including:
- Types of works and tasks.
- Steps for completion of each task and why they are necessary.
- Breakdown of risks and potential roadblocks during the project.
- List of team members assigned to the project and their skills.
- Technology stack.
- Time and budget estimates.
- Target results.
- Quality and deliverance guarantees.
- Finally, we present this document to you in person or via conference call to agree on a cooperation process, including:
- Approval of team members.
- Acceptance criteria.
- Payment schedule.
Why this approach works the best
Time efficiency.
You get a custom solution with a detailed work breakdown for your project right away. We do not waste your time with numerous calls and letters.
Full control and comfort.
For each project we deliver a сustom well-structured action plan explaining why the chosen approach is the most efficient time- and budget-wise.
Transparency.
You always have access to all the information about the project: a full and clear view of who is doing what and how the project is moving along.
Deep expertise.
Each of our developers and managers has a substantial academic background or a proven track record of successfully delivered projects in the field.
Business Domains
Our machine learning department is stuffed to cater to any of your needs in data science, math modeling, and machine learning engineering for your product to ensure the top-level human-like interaction for its users.
Our main domains are:
- Healthcare
- Security and Public Safety
- Fintech
- Social Platforms
- eCommerce
- eSports
- Education
Technologies and Tools
Our team is versed in different types of testing, test automation and management. We work with advanced tools to accommodate different levels of testing complexity.
- Languages
- Libraries and frameworks:
- Development tools:
- Relational Database Management Systems:
- Other:
Languages
Libraries and frameworks:
Development tools:
Relational Database Management Systems:
Other:
Since you are here
We provide a wide range of software development services. Here are more things we are good at.