[Answered ]-Django Streaming Videos from Mobile Devices not Working Properly

I found out the issue on my own. Django is not good at serving static files. So, I created a location block in Nginx config to server media files too along with the static files. It solved the issue. I hope it will be useful for other people building video sites.

location /media/ {
    root /home/django-site/root-folder;
}