[{"data":1,"prerenderedAt":196},["ShallowReactive",2],{"content-query-k0Sy7plfu4":3},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"title":8,"description":9,"date":10,"cover":11,"type":12,"body":13,"_type":190,"_id":191,"_source":192,"_file":193,"_stem":194,"_extension":195},"/news/en/2761","en",false,"","She-Power in MindSpore-based Model Development","Wang Jieyi, a Generation Z member, now is a fourth-year student in Shanghai University and a potential MindSpore developer.","2023-06-25","https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2023/09/14/add20af082984b2a96bc2b1de6af871e.png","news",{"type":14,"children":15,"toc":187},"root",[16,24,30,38,54,59,64,69,74,79,84,98,103,108,113,118,125,130,144,149,154,159,164,169,174,182],{"type":17,"tag":18,"props":19,"children":21},"element","h1",{"id":20},"she-power-in-mindspore-based-model-development",[22],{"type":23,"value":8},"text",{"type":17,"tag":25,"props":26,"children":27},"p",{},[28],{"type":23,"value":29},"Wang Jieyi, a Generation Z member, now is a fourth-year student in Shanghai University and a potential MindSpore developer. She described her journey in learning MindSpore as a \"deal hunting\", as she has kept discovering free tutorials in the MindSpore community and befriending technical experts, to improve her expertise and insights. With curiosity about this young and excellent developer, we invited Wang Jieyi to share her story.",{"type":17,"tag":25,"props":31,"children":32},{},[33],{"type":17,"tag":34,"props":35,"children":37},"img",{"alt":7,"src":36},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2023/09/14/dbdcd5a262134547a55909c367cfbf4d.png",[],{"type":17,"tag":25,"props":39,"children":40},{},[41,47,49],{"type":17,"tag":42,"props":43,"children":44},"strong",{},[45],{"type":23,"value":46},"01",{"type":23,"value":48}," ",{"type":17,"tag":42,"props":50,"children":51},{},[52],{"type":23,"value":53},"Having \"mushrooms\" to challenge herself",{"type":17,"tag":25,"props":55,"children":56},{},[57],{"type":23,"value":58},"It is not long for Wang Jieyi to join the MindSpore open source community. Despite being a new member, she has already become part of the AI security SIG and participated in interpreting and sharing of papers in the security field. She has used a differential privacy optimizer to train neural network models in MindSpore for model development and even completed her graduation project, a medical conversational bot, using the MindSpore AI framework.",{"type":17,"tag":25,"props":60,"children":61},{},[62],{"type":23,"value":63},"Wang Jieyi noticed that blood-drawing robots on the market can increase anxiety in people during the blood-drawing process. This led her to consider using open-domain dialog capabilities of foundation models to design communication capabilities for machines and using MindSpore to develop and fine-tune instructions, to alleviate users' tension. \"People often regard machines as cold, and I hope that NLP models can break this stereotype,\" she said. However, she faced significant challenges during development, with the biggest being a lack of knowledge and technical capabilities.",{"type":17,"tag":25,"props":65,"children":66},{},[67],{"type":23,"value":68},"Fortunately, the community has offered a lot of help to assist her overcoming these difficulties. \"Various online learning projects, models, experience content, and datasets are provided on the MindSpore foundation model platform for AI learners and developers. Domain experts, open source algorithms, and computing power together provide efficient learning and development environments for novices.\" Wang Jieyi said that in addition to learning courses, she also eliminated difficulties with code writing via various ways in the community, such as MindSpore SIGs, development documents, and Gitee code repositories.",{"type":17,"tag":25,"props":70,"children":71},{},[72],{"type":23,"value":73},"She likened her development journey to playing Super Mario. Like Mario needs mushrooms to increase his strength, she also got a lot of \"mushrooms\" in her game of developing models.",{"type":17,"tag":25,"props":75,"children":76},{},[77],{"type":23,"value":78},"First, she expanded her knowledge and improved code capabilities. She often focused on implementing the UI and basic functions in previous development projects. But now, after joining the MindSpore open source community for model development, she has shifted her focus to model structures. In addition, she has learned from scratch in federated learning, cryptography, and large language models (LLMs). Code writing is essential to become a distinguished developer. After participating the development of several projects in the community, she has improved her capability in code writing.",{"type":17,"tag":25,"props":80,"children":81},{},[82],{"type":23,"value":83},"Second, she fully felt the charm of open source. In the open source community, she has met many technical experts and like-minded partners who are willing to share insights on technologies. However, a vibrant open source community offers more than that. \"There are many developers who are pursuing their postgraduate and doctor diplomas. For me, their understanding of life is also valuable.\" Young as she is, she never lets go of any learning opportunities or resources.",{"type":17,"tag":25,"props":85,"children":86},{},[87,92,93],{"type":17,"tag":42,"props":88,"children":89},{},[90],{"type":23,"value":91},"02",{"type":23,"value":48},{"type":17,"tag":42,"props":94,"children":95},{},[96],{"type":23,"value":97},"Jumping high to get a \"peach\"",{"type":17,"tag":25,"props":99,"children":100},{},[101],{"type":23,"value":102},"The MindSpore community has 62 senior developers and two of them are still college students. Wang Jieyi is one of the two. Describing a person as both \"young\" and \"senior\" seems contradictory. \"I think I'm a bold person, and I'm always willing to challenge myself\". Wang Jieyi attributed her rapid ability improvement to the character of loving challenge.",{"type":17,"tag":25,"props":104,"children":105},{},[106],{"type":23,"value":107},"Wang Jieyi had been a member of the MindSpore community for a long time, but she didn't start working on projects until her third year of college due to a lack of confidence in her technical abilities. The basic projects were not difficult, and Wang Jieyi was able to implement simple models using her own development resources. She also joined the AI security SIG for communication and sharing. As she completed more and more projects, she gained a wealth of experience.",{"type":17,"tag":25,"props":109,"children":110},{},[111],{"type":23,"value":112},"From a novice to excellent developer and then to senior developer, Wang Jieyi believed that she could never improve herself so quickly without the community's incentive system. The community not only encourages individual developers to participate in challenging projects and share technical experiences, but also fosters a supportive environment where experienced developers are willing to help novices. Additionally, the community provides contribution instructions and clearly states the process to contribute to the community.",{"type":17,"tag":25,"props":114,"children":115},{},[116],{"type":23,"value":117},"Earlier in May 2020, MindSpore released the first certification system for developers of the AI open source community in China. And in 2021, it developed a relatively complete development path for cultivating open source developers. The certification system is divided into four levels and eight sub-categories, including excellent developers, senior developers, evangelists, and senior evangelists. A level upgrade means the recognition for both personal technical capabilities and community contributions.",{"type":17,"tag":25,"props":119,"children":120},{},[121],{"type":17,"tag":34,"props":122,"children":124},{"alt":7,"src":123},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2023/09/14/3c8510aaea1c42fe9c9bffdeb648b920.png",[],{"type":17,"tag":25,"props":126,"children":127},{},[128],{"type":23,"value":129},"Wang Jieyi, already a senior developer, has set her sights on becoming an evangelist. In her opinion, to become an evangelists means to actively participate in technology sharing and to shoulder more responsibilities for both the MindSpore community and the open source culture in China. However, she also stressed that roles of the community are not simply a class division, but rather reflect the contributions of individual developers. Although evangelists are generally professionals in the industry, \"most evangelists were once novices.\" There is no doubt that becoming an evangelist is another challenge that Wang Jieyi has set for herself.",{"type":17,"tag":25,"props":131,"children":132},{},[133,138,139],{"type":17,"tag":42,"props":134,"children":135},{},[136],{"type":23,"value":137},"03",{"type":23,"value":48},{"type":17,"tag":42,"props":140,"children":141},{},[142],{"type":23,"value":143},"In me the tiger sniffs the rose",{"type":17,"tag":25,"props":145,"children":146},{},[147],{"type":23,"value":148},"Working in a field dominated by men, female developers are often asked what unique advantages they have in the industry. \"No matter what field, there is always a need for sparking of diversified views.\" This is Wang Jieyi's answer.",{"type":17,"tag":25,"props":150,"children":151},{},[152],{"type":23,"value":153},"\"In me the tiger sniffs the rose.\" Female developers also have the dream of changing the world with code as male developers, and women's unique perspectives and perceptions will inevitably add warmth to technologies. Wang Jieyi's conversational robot, which is expected to make people feel the warmth of machines using NLP technologies, is exactly an example.",{"type":17,"tag":25,"props":155,"children":156},{},[157],{"type":23,"value":158},"Women have become an inseparable part of the developer group. Since Ada Lovelace, the \"Enchantress of Numbers\" and the world's first software developer, designed the first computer program, more and more female developers have contributed themselves to the Internet industry and showcased their expertise and skills over decades. However, the bottlenecks and prejudices encountered by female developers in the workplace have not been completely eliminated.",{"type":17,"tag":25,"props":160,"children":161},{},[162],{"type":23,"value":163},"\"If you want to walk fast, walk alone. If you want to walk far, walk together.\" Inspired by this African proverb, Huawei has provided several platforms for female developers to communicate and help each other, one of which is the MSG Women In Tech activity held by the MindSpore community. And it is this activity that associates Wang Jieyi with MindSpore. Wang Jieyi, uncertain about her future career path in the freshman year, happened to watch a video about MSG Women in Tech, and was immediately attracted by the experience shared by female developers. \"Their insights have encouraged me to study computer technologies\", she said.",{"type":17,"tag":25,"props":165,"children":166},{},[167],{"type":23,"value":168},"Now, Wang Jieyi is one of the members of the Huawei Women Developers (HWD) program. The HWD program aims to empower female developers by providing all necessary resources to help them gain more opportunities for improvement in career and technical development and building a platform for them to learn, communicate, and demonstrate themselves.",{"type":17,"tag":25,"props":170,"children":171},{},[172],{"type":23,"value":173},"Wang Jieyi has noticed that the number of female engineers around her is increasing, and many of her peers have chosen to become developers or continue their further studies in technologies. \"The gender difference is narrowed, and the development environment is becoming more inclusive. So never set limits on yourself because of your gender. Try boldly and more confidently!\" Wang Jieyi hopes to have more peers to challenge themselves. After all, what makes people successful in code writing is not their genders but their abilities.",{"type":17,"tag":25,"props":175,"children":176},{},[177],{"type":17,"tag":42,"props":178,"children":179},{},[180],{"type":23,"value":181},"04 Expectations for the future",{"type":17,"tag":25,"props":183,"children":184},{},[185],{"type":23,"value":186},"In the fall, Wang Jieyi will start her postgraduate study to continue research on natural language processing, and she will continue to contribute to the MindSpore community. \"I hope MindSpore could sow the seeds of hope in China's open source culture and cooperates with more universities to give students opportunities to improve their abilities.\" She expressed her expectations for the MindSpore community. And it can be foreseen that a developer like her who keeps an open mind to learn from and contribute to the open source community can create a bright future with code.",{"title":7,"searchDepth":188,"depth":188,"links":189},4,[],"markdown","content:news:en:2761.md","content","news/en/2761.md","news/en/2761","md",1776506045807]