Machine learning can be used in a variety of cases, from simple tasks like automation of data processing to highly complex and sophisticated human-like activities, and Klika’s teams are well-equipped to help you at any stage, whether it is just integrating solutions with your existing system or building a new one.
We help you assess, prepare and clean your data to set the baseline for any ML integration or development. With experts in ML, we are focused on setting you off with the right algorithms that specifically target the data you want trained, whether it is eliminating spam, automating entries or generating predictions like sales figures, customer segmentation, etc.
Using Deep Learning and other reliable tools and frameworks, we effectively solve specific problems and apply machine learning to data workflows and data models, which draw conclusions form the given context, helping you automatically elicit and categorize information.
With extensive knowledge and training in power BI, Tableau, D3.j.s. our data scientist teams combine knowledge and technology to deliver user-friendly data visualization models in all forms, i.e., heat maps, tree maps and others to bring specific data to the foreground.
If you want to enhance your system with specific AI features, we can help you optimize your system and add the necessary layers and features to support AI system integration. It serves as a pre-step to building AI solutions that will work with your system.
Experienced in NLP implementation, our teams can help you easily streamline routine processes, make use of larger datasets and enhance customer experience with NLP-based text generation, speech recognition, sentiment and more.
To extend the capabilities of your system, our teams are well-versed in developing deep learning solutions that can easily be integrated. Deep Learning is widely used in different industries, and it has become a defining factor for intelligent data extraction.
The Klika team was the core development team that built the technology behind automated workflows, smooth data integration, automated lead capturing from all available sources (from emails to websites) and AI capabilities that offered sophisticated features, such as reliable forecasts based on user activity and preference, next-step recommendations and a range of other functionalities, including voice-to-text transcription, data analytics models and a virtual assistant.
We will select the most suitable datasets and parameters to generate reliable results you can put to use. Afterwards, we will test the ML model in a simulation environment with production data and determine the best integration strategy.
We will securely deploy the ML solution and tweak and optimize it (including application of new data and adding new parameters). We stay available for ongoing maintenance and support after production.
Before we start with the development process, we will evaluate the scope of your business problem and provide architectural solutions for end-to-end machine learning product. This entails providing subject matter expertise, designing an optimal data strategy, machine learning operations and data infrastructure setup, machine learning project deployment and monitoring.
After that, we will focus on testing different ML models and algorithms to find the best fit for your system and data type.
To help business get the most out of big data, Klika combines the right kinds of technologies and experts to unlock the full potential of big data. We make sure to build high-quality solutions, choose the most convenient storage options and have the best people navigate big data extraction and transformation processes.
Our experts are fluent in Hadoop and Apache Stark, some of the most powerful open-source frameworks to derive value from Big Data. Our engineers are well-versed in Hive, Pig, Impala, Oozie and other Hadoop components and are always aiming to produce maximum value out of the Hadoop ecosystem.
We combine business domain experience, broad technical expertise and a quality-driven delivery model to create innovative solutions. Our professionals have wide experience in developing big data models and systems for different markets.