Foreignerds’s machine learning consultants provide strategic guidance throughout ML development projects. Starting with goal-setting and analysis of your business processes and data sources, we offer scenarios for business process optimization with machine learning algorithms, define the expected results, select technologies, and outline the development scope.
Depending on the available data and outlined business goals, we offer optimal ML modeling algorithms. To prepare rich and healthy data sets for effective modeling, we handle all data-related processes, including data collection, cleansing, and structuring. We use ready-made ML models as well as build custom ones, assessing their effectiveness so that trained data fulfill its business tasks correctly and stably.
Foreignerds gives priority to the solutions based on open standards, amid their flexibility and cost-efficiency. For clients it means reduced TCO and easier maintenance of the final product.
ML Model Development
As part of machine learning services, foreignerds builds, trains, validates, and deploys tailored ML models that discover patterns and learn from the provided datasets and historical data. Our team delivers custom models that become the basis of intelligent business solutions adjusted to your specific requirements.
Foreignerds enriches ready-made ML models with custom data pre-processing scripts for vectorizing data, removing outliers and correlations.
Foreignerds runs training algorithms that find dependencies across disparate datasets, including structured and unstructured, human-generated and system-provided data.
Our engineers evaluate the results generated by ML models and fine-tune their parameters continuously until the results become acceptable.
Our Machine Learning Solutions
At foreignerds, we develop custom algorithms to accumulate, structure and sort out large sets of raw data to trace insightful patterns that can be further used in data-driven research, forecasting, and decision-making.
- Anomaly Detection
The Natural Language Processing solutions empower the computer to manipulate the human language and generates text, acquire meaning, and make communications simpler by using voice-enabled AI and conversational intelligence technologies. Our NLP development experts create high-performance, process-oriented applications and software products for desktop, web, cloud and mobile platforms, ensuring mature SLAs and creating a right balance between quality, cost and security standards.
Computer vision (CV) is an artificial intelligence-based technology that allows computers to observe the world. By analyzing visual data, this innovation can almost perfectly understand a particular situation, and without missing any factors, find the best solutions or the most reasonable decisions.
RPA delivers measurable business benefits right out of the gate like cost reduction, greater accuracy, delivery speed, then continues to add value as it picks up momentum and spreads across the organization. RPA enhances business outcomes such as customer satisfaction and enables competitive advantages by liberating individuals to do what they do best—solving problems, improving processes, conducting analysis, and other value-added work; resulting in higher employee engagement and new revenue opportunities. RPA enables high-volume business processes to be more elastic and able to adapt in uncertain times and changing environments.
Recommendation engines are an innovate alternative to search fields, as recommendation engines help users discover products or content that they may not come across otherwise. This makes recommendation engines a great part of web sites and services. It can be based on the characteristics of the items that a user likes, which are analyzed to determine what else the user may like or it can be based on the likes and dislikes of other users, which the recommendation engine then uses to compute a similarity index between users and recommend items to them accordingly.
Machine Learning Consulting In The Business Context
Built at the intersection of data mining, reporting, visualization, recognition APIs, and advanced ML models, machine learning apps by foreignerds provide you with a 360-degree view of your customer and business performance, while offering personalized recommendations and automating business processes.
Our solutions are designed to single out valuable insights regardless of the source data volume, nature, and structure. With this refined information on hand, decision-makers can have a clear understanding of the market state.
Smart Customer Analytics
Leveraging ML capabilities, particularly of intelligent assistants and recommendation engines, we help companies increase their service personalization and win their customers’ loyalty.
Intelligent Business Automation
We apply our industry expertise to help enterprises adopt machine learning solutions as part of their business automation programs. Our systems foster enterprise processes at different levels.