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Using Arduino framework for nrf9160 development

We are developing a controller for an Electric vehicle charging station. Already developed and successfully running the firmware on ESP32 for which we had used platformio and Arduino framework. We have to use RFID, J1772 charging protocol, LTE and AWS IoT. The existing firmware was developed using the required libraries. I would like to know if In can make use of the existing firmware we had made, with necessary changes for nrf9160. Is it possible to develop custom firmware for nrf9160 without the use of Zephyr RTOS?

Zephyr RTOS makes things easy, but how can I include Arduino libraries like MFRC522 RFID libraries and other libraries which I will require for my purpose?

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