Need help with making a Nepali-to-English Translator

I want to make a Nepali-to-English text converter. We already have Devanagari (देवनागरी) to an English translator. I want to translate Nepali written in English to English.
For example,
Nepali: “Hello, kata jadai ho?”
English: “Hello, where are you going?”.

I have beginner/intermediate-level ideas about Deep Learning, NLP, and Transformers. I’m assuming the biggest roadblock is going to be the Dataset which is going to be absolutely minimal even if we find it. Would love some pointers with that too.

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