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Is it by any chance connected with the need to produce nuclear ballistic missiles, for basically the same reasons as the other cold war powers?

Nope. The agency that deals with missiles and such is the DRDO [1].

ISRO is a totally non-commercial, purely research-oriented organization.

[1]: www.drdo.gov.in/