axios post request working in React Native ios but not in android

I know there many answers regarding to this question but I can't seem to find one that works for me. I'm sending a post request to my server using axios but it does not work in android although it does in ios. I'm currently using server ip address (not localhost), and I'm also sending headers when request but it is still not going through the network request for android.

import axios from 'axios';

const SERVER_URL = 'http://serverip:3000';

export function signin({ username, password }) {
  return function(dispatch) {
    axios.post(`${SERVER_URL}/user/authenticate`, { username, password }, { headers: { 'Content-Type': 'application/json' } })
    .then((response) => {
      console.log('login response', response);
      dispatch({
        type: USER_AUTH,
      });
      AsyncStorage.setItem('token', response.data.token || '');
    })
    .catch((response) => console.log('user sign in err', response));
  };
}

Has anyone had similar issue like myself and know how to make this work?

Thank you,