Soft Vision

SoftVision’s proprietary AI trading system is used by recently launched p-hat fund

Projects

We accept various business challenges from our partners who we are collaborating with on making the world a better place.

Algorithmic
trading

Since 2017 we have been successfully running and continuously improving a fully automated algorithmic trading based on time-series data analysis and forecasting by recurrent neural networks. *It's not subject to supervision by the Czech National Bank.

ECG beats
classification

In collaboration with one of our partners, we are developing an AI solution which will be able to detect abnormalities in heart functioning successfully. Solving such a task would help doctors to make a better diagnosis of cardiovascular disease which is the number one cause of death today.

Mammography
classification

We have developed a proof of concept for breast cancer detection from mammography screening images by solving complex tasks of detection, segmentation and classification using artificial neural networks for computer vision.

Medical records
analysis

Help medical facilities to optimize, automate and streamline processes by analysing medical records using natural language processing methods.

Prediction of renewable energy production

Green energy is an inevitable future with its advantages and drawbacks. Our goal is to generate the most accurate prediction of the production to increase the benefit of such resources.

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Our solutions are implemented with 3 key elements in mind

Innovative

Our work is based on the latest developments in the fields of machine learning. Inspired by feasibility study or applying our own research the focus is always on bringing quick value to the client.

Agile

Close collaboration with the client is crucial, and we use a combination of two methodologies SCRUM and CRISP-DM for successful development. This approach helps to fully understand the domain of interest and design final as well as partial goals. We work on the partial goals to quickly bring value to the client while iteratively heading towards the ultimate solution.

Independent

We develop solutions which are independent of any environment, framework or technology. Each project defines requirements based on which we can design the integration process and select technologies to meet these needs, with an emphasis on data privacy and security.

Successful collaboration

Initiation

A project partner has a particular problem to solve and can provide specific domain knowledge, private data and access to the market.

Realization

SoftVision provides machine learning expertise, deep technical skills, computational resources and IT infrastructure needed to reach partner’s goals.

Benefits

Our project outputs are capable of prediction, continuous optimization and anomaly detection. It helps a partner's business from inside and provides new features for his business.

How it works

The process starts by acquiring a deep understanding of the partner's domain and business and linking them with the underlying data. This initial step enables us to see the project from both the client's point of view and the data perspective. We can then usually find more potential than it was initially expected.

Our
Team

Dedicated team with exceptional knowledge in data science. We are confident to cope with any new challenges thanks to practical expertise gained in all phases of the project development.