Question:
Please:- a) give up to three practical examples of how you intend to use the knowledge, skills and connections you will gain from your scholarship. Possible tasks can be personal and/or professional; and
b) list any possible constraints you think may prevent you from achieving these tasks.*: (2000 )
First, in the professional innovation, I will lead the development of an AI-based learning platform with Datacare LLC developers after arriving in Mongolia. Through research projects such as "multimodal learning analytics" and "self-regulated learning", I will acquire the practical skills to analyze student behavioural data and create personalized learning paths for rural students. A major challenge is the shortage of high-level AI experts in Mongolia, which could hinder complex algorithm development. To overcome this, I will reach out to researchers at the Centre for Learning Analytics for technical advice. This link will be a critical factor to ensure that the platform meets international pedagogical and technical standards.
Second, I plan to launch a program to empower rural teachers. The "human-centred AI" course will provide me with the practical skills to design the training content. A key issue is that 75.2% of Mongolian teachers have never received pedagogical guidelines to conduct distance education, and 20% of teachers have no competency to operate digital equipment (All for Education, NGO, 2021). To overcome it, I will work with the education and technology graduates of the Australia Awards Alumni Network to form a team of trainers, providing teachers with modern educational and technological understanding.
Third, I will lead the creation of open-source Mongolian speech-to-text and text-to-speech tools for domestic companies. Through the Natural Language Processing course, I will learn the techniques required to process and tokenise large-scale Mongolian text data. Currently, high data-processing costs prevent local startups from developing AI models. I will solve this barrier by engaging my international peer network at Monash to initiate cost-effective, open-source development. This international collaboration will help overcome financial and technical obstacles while empowering Datacare LLC developers.
Please:- a) give up to three practical examples of how you intend to use the knowledge, skills and connections you will gain from your scholarship. Possible tasks can be personal and/or professional; and
b) list any possible constraints you think may prevent you from achieving these tasks.*: (2000 )
First, in the professional innovation, I will lead the development of an AI-based learning platform with Datacare LLC developers after arriving in Mongolia. Through research projects such as "multimodal learning analytics" and "self-regulated learning", I will acquire the practical skills to analyze student behavioural data and create personalized learning paths for rural students. A major challenge is the shortage of high-level AI experts in Mongolia, which could hinder complex algorithm development. To overcome this, I will reach out to researchers at the Centre for Learning Analytics for technical advice. This link will be a critical factor to ensure that the platform meets international pedagogical and technical standards.
Second, I plan to launch a program to empower rural teachers. The "human-centred AI" course will provide me with the practical skills to design the training content. A key issue is that 75.2% of Mongolian teachers have never received pedagogical guidelines to conduct distance education, and 20% of teachers have no competency to operate digital equipment (All for Education, NGO, 2021). To overcome it, I will work with the education and technology graduates of the Australia Awards Alumni Network to form a team of trainers, providing teachers with modern educational and technological understanding.
Third, I will lead the creation of open-source Mongolian speech-to-text and text-to-speech tools for domestic companies. Through the Natural Language Processing course, I will learn the techniques required to process and tokenise large-scale Mongolian text data. Currently, high data-processing costs prevent local startups from developing AI models. I will solve this barrier by engaging my international peer network at Monash to initiate cost-effective, open-source development. This international collaboration will help overcome financial and technical obstacles while empowering Datacare LLC developers.
