Hindu monuments very likely existed then, but they have not survived, Probably given that they weren't created of stone. A few photographs of recognizable Hindu deities and votive pillars have survived from about one hundred bce to two hundred ce. Hindu temple design began in earnest from your fifth century https://hanumanmandiradelaide.com.au/about-us/