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Wonk
Specialized Interest
Used for someone incredibly focused on a specific subject, often implying depth of knowledge. 
Positive Connotation
Although nerdy, 'wonk' generally implies respect for someone's expertise. 
Professional Jargon
Often used in professional or academic contexts, rather than casual conversation. 