のに vs ので — both feel like 'because/even though' to me

I mixed these up in a work email draft (practicing Japanese for the office). 疲れているのに、まだ働いています vs some ので sentence I saw — do they even overlap, or am I just confusing myself?
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沐學 Mizuru