{"id":63016,"date":"2024-12-24T06:15:50","date_gmt":"2024-12-24T06:15:50","guid":{"rendered":"https:\/\/www.cloudthat.com\/resources\/?post_type=resources&#038;p=63016"},"modified":"2025-01-28T09:27:33","modified_gmt":"2025-01-28T09:27:33","slug":"achieved-over-90-accuracy-in-ai-driven-recommendations-to-accelerate-creative-writing-for-students","status":"publish","type":"resources","link":"https:\/\/www.cloudthat.com\/resources\/case-study\/achieved-over-90-accuracy-in-ai-driven-recommendations-to-accelerate-creative-writing-for-students","title":{"rendered":"Achieved Over 90% Accuracy in AI-Driven Recommendations to Accelerate Creative Writing for Students"},"content":{"rendered":"<p>Creative Writing Platform was founded in 2022 and headquartered in Singapore, is a global leader in enabling children to learn creative writing, publish books online, and sell printed-on-demand books via their website and Amazon.<\/p>\n","protected":false},"author":325,"featured_media":63019,"parent":0,"template":"","cat_resources":[6],"technology":[32],"published_by":"325","primary-authors":["917","241"],"secondary-authors":["325"],"acf":{"banner_image":63020,"resources_label":"","download_url":"https:\/\/content.cloudthat.com\/resources\/wp-content\/uploads\/2025\/01\/BriBooks_CaseStudy.pdf","client_logo":"","highlights":{"first_part":{"icon":336,"title":"90%","subtitle":"Accuracy in AI Recommendations"},"second_part":{"icon":335,"title":"0%","subtitle":"Human Intervention "},"third_part":{"icon":334,"title":"Classes 1-12","subtitle":"Global Reach for Diverse Age Groups"}},"the_challenge":"The client faced challenges as many young authors struggled to complete their assignments due to difficulties in organizing their thoughts, resulting in unfinished books. They wanted CloudThat's assistance to overcome these obstacles in creative writing and thought processing, prompting the introduction of a custom model to offer support and appropriate recommendations.","client_testimonial":{"image":"","description":"","author":""},"solutions":"\u2022 Client\u2019s data securely stored in Amazon S3 with default encryption.\r\n\u2022 AWS IAM user created for access and permission management.\r\n\u2022 Raw data preprocessed with Amazon SageMaker for accuracy.\r\n\u2022 Refined data stored in Amazon S3 for model training.\r\n\u2022 GenAI\/ML model trained on Amazon SageMaker with hyperparameter tuning.\r\n\u2022 Trained model stored in Amazon S3 and registered for easy access.\r\n\u2022 Model deployed as a real-time endpoint on SageMaker for integration.\r\n\u2022 AWS Lambda preprocesses data, delivering responses via REST API.\r\n\u2022 EventBridge and CloudWatch manage scheduling, monitoring, and performance.","the_results":"Developed an end-to-end EdTech solution on Amazon SageMaker, enhancing customer engagement, operational efficiency, and content creation while ensuring 90%+ accuracy in AI-driven recommendations and zero human intervention for faster, tailored creative writing.","about_client_left_side":[{"field_63315a4dc06e1":"15085","field_63315a5bc06e2":"Industry\u00a0","field_63315a61c06e3":"Creative Writing Platform"},{"field_63315a4dc06e1":"15083","field_63315a5bc06e2":"Expertise\u00a0","field_63315a61c06e3":"Amazon SageMaker, AWS Lambda, Amazon S3"},{"field_63315a4dc06e1":"15084","field_63315a5bc06e2":"Offerings\/solutions\u00a0","field_63315a61c06e3":"An AI-driven EdTech solution on Amazon SageMaker to enhance creative writing with tailored, scalable tools."}]},"_links":{"self":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/resources\/63016"}],"collection":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/resources"}],"about":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/types\/resources"}],"author":[{"embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/users\/325"}],"version-history":[{"count":3,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/resources\/63016\/revisions"}],"predecessor-version":[{"id":63706,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/resources\/63016\/revisions\/63706"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/media\/63019"}],"wp:attachment":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/media?parent=63016"}],"wp:term":[{"taxonomy":"cat_resources","embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/cat_resources?post=63016"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/technology?post=63016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}