In December 2024, Mhd Zumair enhanced the rivenmedia/riven repository by implementing reliability and security improvements for the MediaFusion scraper. He focused on encrypting user data within the payload structure, introducing robust error handling for rate limits and timeouts, and streamlining torrent data extraction by leveraging infoHash directly. Using Python, he applied skills in API integration, configuration management, and web scraping to address scraping failures and improve throughput. The work demonstrated a targeted approach to hardening the scraper configuration, resulting in more reliable and efficient data processing. The depth of changes reflects a focused, security-conscious engineering effort.