Developed and deployed reliability and security enhancements for the MediaFusion scraper within the rivenmedia/riven repository, focusing on improving data protection and operational robustness. Leveraged Python to update the payload structure for encrypting user data and implemented advanced error handling to address rate limits and timeouts, reducing scraping failures and unnecessary retries. Streamlined torrent data extraction by utilizing infoHash directly and introduced more resilient handling of series titles, which increased the efficiency and reliability of the scraping pipeline. The work demonstrated strong skills in API integration, configuration management, and web scraping, resulting in a more secure and performant data collection process.