An automatic website detection system

Case study

Challenge

Ensuring effective protection of children on the internet.

Organization profile

SMART KID SA is a company that introduced a device called Smart Kid Belt (SKB) – a belt that protects children while driving.

They have decided to develop other products to protect children.

Solution

Establishing an automatic system for detecting inappropriate websites.

The project aims to build a tool in the form of a programming interface that will filter content inappropriate for minors on the internet in Poland. The solution will be based on an ML system that, based on labeled training data (such as page URLs, titles, tags, content), will “learn” to recognize incorrect pages.

By “inappropriate sites,” we mean webpages that are unwanted or dangerous for the user, and content on the internet, including pornography, violence, gambling, drugs/legal highs.

The project hasn’t been commercialized yet. At least 98 percent of websites have been properly categorized.

MIM Solutions developed a cutting-edge user behaviour model that after 3 days of integration increased turnover by 14.2% (keeping the same gross margin percentage and decreased the required amount of resources needed). Cooperation has contributed to exponential growth of RTB House company and global success in the on-line advertisement market!

We would like to express our satisfaction on the cooperation regarding the development of our web application. Piotr Wygocki and the development team did a very professional job. We are satisfied with the solution given to us and with the communication flow through the project. We would like to recommend Piotr Wygocki and his development team. We look forward to working with them in future projects.

The ML/AI production-grade projects require adopting very practical approach. Our cooperation with MIM Solution was a true pleasure; they are professional, highly skilled and thorough. Therefore I highly recommend collaborating with the team, both at conceptual stage as well as in delivery.

I am really impressed by the quality of services I receive from MIM Solutions. They are definitely professionals. They do not miss deadlines, cooperation with them is smooth and they are fully committed to what they do. They are world-class specialists in their field. Even the most difficult challenges in the field of algorithmics, data analysis and artificial intelligence are feasible for them.

If you want to learn more how MIM Solutions can help develop AI in your company, please contact us.

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Case study