Is it mandatory to convert sole proprietorship

No. Only tax audit u/s. 44AB is mandatory.

Ltd companies enjoy corporate tax benefits, where taxes are levied on profits at lower rate. On the other hand,  a proprietorship not being a corporate entity cannot take advantage of the corporate taxation structure’s exemptions and benefits. That is one of the main reason for conversion.