SIM7600 not responding to Arduino Mini

I am working on a project which utilizes three components:

Arudino Pro Mini(5v)
Breakout SIM7600 A-H from AND technologies
9V Battery
I am trying to communicate through the device using the pins provided on the SIM board, which unfortunately is not successful.

I am able to connect to the board directly using an usb-c cable. After installing the right drivers, I am able to communicate with the board using AT commands from my Windows PC.

However, I want to be able to send AT commands through the arduino. The set up looks like this: I connect the following pins of arduino mini and SIM 7600A-H.

SIM 7600 TXD --> Arduino Pin 2
SIM 7600 RXD --> Arduino Pin 3
SIM 7600 Supply --> 5V
SIM 7600 GND --> GND
The code that I am using, I tried it with every possible baud rate:

#include <SoftwareSerial.h>

SoftwareSerial mySerial(2, 3); // RX, TX

void setup() {
  // Open serial communications and wait for port to open:
  Serial.begin(115200);
  while (!Serial) {
    ; // wait for serial port to connect. Needed for native USB port only
  }


  Serial.println("Goodnight moon!");

  // set the data rate for the SoftwareSerial port
  mySerial.begin(115200);
}

void loop() { // run over and over
  if (mySerial.available()) {
    Serial.write(mySerial.read());
  }
  if (Serial.available()) {
    mySerial.write(Serial.read());
  }
}

After sending an AT command, there is no response, the module has both LED's on, indicating that it is up and running.

SoftwareSerial library is best at 9600; maximum is 19200 if my memory is working.
Not sure what is the default baud rate of the SIM7600.

The device adopts to different baud rates(also 9600), I tried every possible baud rate. There was no response, not even gibberish which would indicate any kind of reaction.

Arduino supports baud rate up to 38400. You need to lower the baud rate of your SIM module to that rate or below with AT+IPREX command.