You say:
Time is resetting to UTC time but Time Zone is still coming as GMT+0530 (India Standard Time). Is there any sure shot approach to convert milliseconds into UTC date object with UTC Time Zone?
But I think you misunderstand what is occurring. When you pass a number to the Date constructor as in:
new Date(1465171200000)
is it assumed to be milliseconds since the ECMAScript epoch (1970-01-01T00:00:00Z), so a Date object is created with that value as its internal time value. So Date objects are inherently UTC.
When you write that to a string, internally a human readable date string is generated based on the host timezone setting, which is why you see a date for GMT+0530 (that is your host system timezone setting). The Date object itself does not have a timezone, it's always UTC.
When you then use UTC values to create a "local" Date using:
new Date(tempDate.getUTCFullYear(), tempDate.getUTCMonth(), ...)
then the host timezone is used to generate a UTC time value equivalent to a "local" date for the associated values. You've effectively subtracted your timezone offset from the original time value so it now represents a different moment in time. You can get exactly the same result doing:
var d = new Date(1465171200000);
d.setMinutes(d.getMintues() + d.getTimezoneOffset());
which just shows a bit more clearly what's going on. Note that ECMAScript timezone offsets are in minutes and have the opposite sense to UTC, that is, they are negative (-) for east and positive (+) for west. So an offset of UTC+05:30 it is represented as -330 and you need to add it to "shift" a Date rather than subtract it.
var tempDate = new Date(1465171200000);
var _utcDate = new Date(tempDate.getUTCFullYear(), tempDate.getUTCMonth(), tempDate.getUTCDate(), tempDate.getUTCHours(), tempDate.getUTCMinutes(), tempDate.getUTCSeconds());
console.log('Direct conversion to Date\ntempDate: ' + tempDate.toString());
console.log('Adjusted using UTC methods\n_utcDate: ' + _utcDate.toString());
tempDate.setMinutes(tempDate.getMinutes() + tempDate.getTimezoneOffset());
console.log('Adjusted using timezoneOffset\ntempDate: ' + tempDate.toString());
However, I can't understand why you want to do the above. 1465171200000
represents a specific moment in time (2016-06-06T00:00:00Z), adjusting it for every client timezone means it represents a different moment in time for each client with a different timezone offset.