 So let's move on and with this we will stop the part that we have dedicated to artificial intelligence. But of course the next one important one is connectivity because the whole world is becoming connected. And one of the two new solutions we are showing on our booth this year are linked to connectivity to a cloud. So the easy way and secure way to bring your data to a cloud if you need. One of them is AWS and I will ask my colleague Ram Kumar if you could say a few words about our solution with AWS and how the U5 is helping to make this connection reliable and secure. Here we have AWS IoT running on the STM32 U5. The STM32 U5 is specifically chosen for the built-in security inside the device because it has got secure years. It has got best in class security with hardware unique key. And this is very much important for the secure solutions that need to have the key stored on the device on the MCU itself. And on this board what we have here we also have STSafe. If you want to go for common criteria EL5 solutions here you have STSafe on this board. That is tied to STM32 U5 and on this board now it is qualified and running on the AWS IoT code. So we have that running as you see here. This is a demonstration what we have here running AWS IoT code and this is a whole chain. The idea here is to carry all the vaccine vials at the lowest temperature and also if there is a wall detection you can identify it. And you can identify if you have a GPS connected to this through any serial interfaces or whatever you can identify where the location is. And all of this is actually done in the application done by Amazon here. And here you are seeing the temperature alarms which is already indicating that it is high temperature. And here you are seeing the humidity and temperature on the screen here. And we can also show a GPS screen on this one that is the idea. And this is running Amplify database on top of the STM32 U5 running AWS IoT code. And we have pretty much over there when we also have the entire defender application also running. So this is a nutshell. U5 STM32 U5 is the best-in-class device from ST to showcase our low-power technology and highly secure inside for AWS IoT customers. When you combine perfect cloud features with perfect hardware, the next level magic happens, right? Yes. So much new ideas and innovation happening in this field. That's true. So the need of a security is increasing year by year. And like Ramkumar said, the U5 is today best-in-class because it's the only microcontroller today on the market which has PSA level 3 and CC level 3 hardware certification on the hardware chip. So really we bring another level of security to the hardware or the device. And it's been a very highly repressed feature to have all the security and the IoT. On the IoT you need to have a secure boot and a secure firmware update solution. And this is implemented by ST and we have that. And this is aligned with the TFM and it runs in the secure and the non-secure zones. And it's a very good solution for a cloud-connected, low-power microcontroller from ST running Quotex M33 code. So AWS is getting more and more busy with IoT? AWS is very popular in the cloud arena. They have system solutions across the industrial consumer or many applications or even wearable applications. All the consumer applications needing to connect to the cloud. They have careful ecosystem support on the AWS IoT core. Yes. Thank you.