Whether proper officer can proceed suo-moto to assess the tax liability of any person on possession of relevant evidence

No, the proper officer has to obtain prior permission of Additional/Joint Commissioner to proceed to assess the tax liability.

(ICAI FAQ PUBLICATIONS 06-09-2017 SUMMARY ASSESSMENT IN CERTAIN SPECIAL CASES: FAQ NO. 22)