AI & Data Science
We are experts in creating functional artificial intelligence solutions for your enterprise. Our offering covers the complete pipeline from algorithm development to software deployment. As the creators of YOKOTAI, we have hands-on experience from the full stack of AI engineering, from traditional natural language processing (NLP) pipelines to large language models (LLMs).
Our expertise doesn't stop there! We have years of experience in image and biosignal processing, to name a few topics. If you are already drowning in data or just the planning your data collection process, wondering what is the business value of your data, please reach out.
We can evaluate your data and answer all of these questions. We will create a plan to refine and clean the data, and propose an approach to gain insights from your data.
We have experience in building custom data collection solutions and utilizing technologies such as Azure IoT Hub and IoT Central. We always choose a proper data storage solution, be it anything from SQL to NoSQL, using tools such as PostgreSQL, MongoDB, CosmosDB or data lakes.
Whether your process needs an Extract-Transform-Load setup using Apache Airflow, or an Event-Driven Architecture using Azure Event Hub or Apache Kafka, we've got the expertise to get you going. Naturally, we'll coordinate the heavy computations to a Spark or Azure Data Explorer cluster.
To extract knowledge from your data, we have the competence to apply data reduction methods from Principal Component Analysis to Isomap and create classification or regression models using powerful machine learning packages. When gradient-based methods don't deliver, we can optimize using genetic algorithms.
And of course, the visualizations will be informative and beautiful.
If you don’t have the data yet but have an idea about collecting it, don’t worry. We can design and build together the full solution. For more information, have a look at our cloud-native solution offering.
The foundation of every AI solution is high-quality data. To have great data, a flawless data workflow you must build!
For more details please get in touch with sales@softlandia.fi. You can as well reach us through the contact form below.