Machine Learning

Gainfy’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.

We shape ML models into fully functioning AI solutions or integrate them into enterprise software to augment its capabilities. Our ML experts ensure that machine learning solutions operate smoothly within software ecosystems and perform properly without jeopardizing the integrity and operation of deployed systems.

At Gainfy, 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.

• Association
• Classification
• Clustering
• Anomaly detection
• Inference

Gainfy’s machine learning experts build applications to decipher, interpret, and extract value from unstructured written and oral natural language. We also help companies across various industries to leverage the NLP outcomes in their daily workflows.

• Sentiment analysis
• Spam filtering
• Voice UI
• Speech-to-text conversion
• Semantic analysis

Our machine learning consulting company implements image processing and ML algorithms to develop optical character, image and video recognition solutions that understand and predict visual input.

• Face recognition
• Medical image analysis
• Scene understanding
• Biometric verification
• Visual search and identity

Gainfy develops ML solutions that can assist or substitute employees in repetitive activities. These solutions help reduce the staff’s overall effort, minimize the risk of human errors, and make daily processes more productive.

• Application configuration
• Data entry and load
• Data validation
• Data search
• Report generation

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, industry trends, and customer behavior, as well as take well-grounded steps to make their enterprises prosper.

Leveraging ML capabilities, particularly of intelligent assistants and recommendation engines, we help companies increase their service personalization and win their customers’ loyalty. Our applications cover the full scope of business-to-customer interactions and dig through bulks of data to provide vital knowledge about customers.

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, from sophisticated business planning and strategizing to commonplace emailing and surveying, all based on finely tuned ML models.