I removed the lightspeed cache plugin instead of disabling it and it worked. Looks like there is some issue with the plugin itself. The cache filter has been disabled 2 weeks back. Now removing the plugin from website altogether ensured that the experience is flawless. Weird though. Not having cache at all is also not good from a website standpoint.