I'm Behnood Kalani, a content producer with 6+ years of remote experience in educational media and video production. I co-founded Français avec Shirin, a French-language learning platform that helps immigrants in Canada prepare for the TCF and TEF Canada proficiency exams, and grew its audience to nearly 100,000 followers and users across YouTube, TikTok, Facebook, and the platform blog. Today I evaluate AI-generated outputs for quality and clarity through Invisible Technologies, applying Persian/Farsi and English fluency to language quality assessment. I also build strong educational content systems, instructional design, and bilingual workflows where clear communication matters as much as the final output.…I'm Behnood Kalani, a content producer with 6+ years of remote experience in educational media and video production. I co-founded Français avec Shirin, a French-language learning platform that helps immigrants in Canada prepare for the TCF and TEF Canada proficiency exams, and grew its audience to nearly 100,000 followers and users across YouTube, TikTok, Facebook, and the platform blog. Today I evaluate AI-generated outputs for quality and clarity through Invisible Technologies, applying Persian/Farsi and English fluency to language quality assessment. I also build strong educational content systems, instructional design, and bilingual workflows where clear communication matters as much as the final output.WWWW…