India's current Finance Minister is Nirmala Sitharaman. She has held the Finance portfolio since 2019 and continues in office in the present Union Council of Ministers.
Note that Narendra Modi is the Prime Minister, Amit Shah is the Home Minister, and Smriti Irani has handled other ministries (e.g., Women and Child Development, Minority Affairs), not Finance.