Machine learning solutions

Hvalana draws upon profound expertise in machine learning to create state-of-the-art software solutions automating processes, reducing operating costs, and uncovering novel problem-solving opportunities. Our R&D specialists with broad knowledge of various business domains and ML technologies assist our clients in retrieving valuable insights about the market and increasing the overall effectiveness of business processes.

Our machine learning services

Machine learning

Developing the solution from scratch is the right move in case there’s a need for an ML algorithm with specific functionality. Such systems will address the needs and objectives of users perfectly.

Deep learning

Inspired by living creatures processing information, deep learning algorithms bring valuable benefits to a vast array of fields, from machine translation and computer vision to bioinformatics and drug design.

Computer vision

ML algorithms with an ability to recognize images and distinguish objects shown can increase efficiency of an array of processes, from sorting, tagging and categorizing photos to reinforcing and automating the security with the help of CCTV.

Speech recognition

With the help of machine learning products become able to recognize and understand human speech making the user experience more lively and effective for a business.

Algorithm optimization

Optimizing machine learning algorithms means finessing their level of precision. Developers can significantly increase the efficiency of ML algorithms by advancing hyperparameters or achieving the best model variables through training.

Predictive analytics

Predictive analytics solutions analyze historical data to exploit it in identifying risks and opportunities and building predictive models. Utilizing machine learning for this purpose allows businesses to gain valuable insights into performance and risks facilitating data-driven decision making.

Sentiment analysis and NLP

Machine learning and natural language processing (NLP) enable businesses to automate processes like social media analysis or navigating the customer to the goal increasing the overall efficiency of sales and marketing activities.

Neural network development

Using neural network systems, businesses can track patterns that aren’t recognized by traditional analytics. This feature brings valuable insights about the market, the behavioral patterns of customers, and how they can be taken advantage of.

Optical character recognition

ML-based OCR solutions increase effectiveness of documentation management processes, ensure they contain no mistakes, and can even be implemented for security purposes to prevent confidential data leakage.

Machine learning solutions we build

Machine learning algorithms can be adapted to automate and streamline numerous business processes. Automating routine operations will free up time for challenging tasks requiring extra care.

• Predictive maintenance

  By utilizing predictive analytics, audiovisual comprehension, and other machine learning techniques, Hvalana will reduce the financial losses of your business by providing the information on the maintenance needed for tools and machines in advance.

• Fraud detection

  To detect and prevent fraud, Hvalana teaches machine learning solutions on specific data sets that teach the algorithms to check users’ actions according to certain rules or detect specific anomalies happening when a fraud case occurs.

• Demand forecasting

  Hvalana leverages the power of machine learning to perform retrospective and real-time market data analysis unveiling seasonable trends in demand leading to more accurate sales predictions.

• Dynamic pricing

  Hvalana implements machine learning models to analyze market data about the demand on particular products enabling businesses to automatically adjust their prices to the current demand and sell them more efficiently.

• Real-time chatbot development

  Our machine learning specialists will enhance customer experience with a chatbot simulating human conversation by implementing deep learning, natural language processing, speech recognition (text-to-speech/speech-to-text), and other ML tools.

• Virtual assistant development

  Building a virtual assistant, we create a special bond between your products and users with the help of audiovisual comprehension, deep learning, and natural language processing. Moreover, a virtual assistant can become a driver of creating a product ecosystem.

• Customer behaviour analysis

  By training machine learning algorithms to understand customer behavior, Hvalana gives businesses essential insights into their customers allowing them to perform customer segmentation, model customer churn and decrease its rates, etc.

• Smart recommender systems

  Deep learning and marketing automation solutions will enable your business to offer users assets of any kind with increased precision, increasing user satisfaction and reducing churn rates.