Handle JSON parsing errors effectively with regex solutions for common issues: remove trailing commas, fix unquoted keys, and replace single quotes with double quotes. Strip out comments from JSON data to ensure compliance with standards. Enhance application resilience against malformed data inputs with these cleaning techniques.