Mar 26, 2021
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Ongoing

ML solution for world-famous startup

$100,000+
more 1 year
United Kingdom
2-5
view project
Service categories
Service type
Custom Software Development
Other
Domain focus
Media & Entertainment
Solution type
AI & ML
Programming language
Python
Frameworks
Other

Challenge

How We've Accepted Non-Trivial Challenge There are millions of active users and the platform continues booming. But as usual, popularity attracts people with bad intentions who are willing to earn by-passing the rules. Over time there were more and more cases that got noticed when a model and a fan collude. The follower makes donations and the creator withdraws money. After a while, the fan claims it was an unauthorized payment due to a stolen card and makes a chargeback at the platform's expense.

Solution

Designing Original Solutions The Uinno team was engaged in the development of a specific part of the social media platform. We were challenged to beat the fraud pattern and to not only seek for violators among the existing userbase but detect them before they even start to pay. - Analyzing the fraud pattern - Developing neural network models - Implementing predictive analytics

Results

The solution developed by Uinno allows revealing more than 80% of fraudsters even before users commit fraud that has extremely reduced the number of fraudulent cases.
The solution developed by Uinno allows revealing more than 80% of fraudsters even before users commit fraud that has extremely reduced the number of fraudulent cases.