Debrecen wanted to develop a self-healing system for the city, able to detect and propose a simple solution for different traffic issues. This means that the machine learning system was developed in order to design reliable Traffic Light Programme (TLP). The system is capable of isolating the out the types of infrastructure improvements that could be implemented, such as; changes to road lanes, traffic lights, new restrictions on traffic turning, etc. The result was a Traffic Light Program (TLP) which can manage the practicalities of peak traffic – to prevent congestion from forming at peak times. There is also s a potential infrastructural change involving a secondary lane extension which was recommended by the ML system.