In this turbulent era of technology, artificial intelligence and big data, no one can stop watching. Seventeen years of trials and trials, Halo International strides into the field of artificial intelligence, big data, its FMI Pegasus has been committed to become “the entrance of talent in the era of artificial intelligence”.


On September 15, the “2018 FMI Artificial Intelligence & Big Data Summit” held by Halo International was successfully concluded in Zhongguancun Software Park, Beijing. Focusing on the two themes of “artificial intelligence” and “big data”, the conference invited practitioners of The Times, such as Jiufu, BingoBox, netease Cloud, Chinese Academy of Sciences and Liepin, to bring wonderful speeches to the audience.


Zhang Zehui


In his opening remarks, Mr. Zhang Zehui said, “The technological revolution is much like the industrial revolution before it, and it will surely bring great changes to the destiny of mankind or the next generation.” He pointed out that the talk of artificial intelligence replacing or enslaving human beings is premature, and that the current cross-field and comprehensive ARTIFICIAL intelligence is not obvious. He also said that the demand for diversified and practical talents will become the trend of development in the future.


Jiufu – Li Yanpeng


Li Yanpeng, Algorithm Engineer of Jiufu: Machine Learning Practice in Intelligent Operation



Recently, P2P thunderstorms occur frequently, and tail platforms fail more frequently, resulting in a lot of user losses. Jiufu algorithm engineers shared the practice of machine learning in intelligent operation with the audience on user churn, user purchase prediction and exploration of reinforcement learning based on current hot topics.


Bingobox — Deng Xiong


Deng Xiong, VICE President of BingoBox: Big Data and ARTIFICIAL Intelligence driving industrial Revolution in retail industry



New retail as a hot topic in the second half of the Internet industry, there are still a lot of immature places, as a frequent customer of Pegasus, Deng Xiong brought us some of his harvest and ideas in the journey of crossing the river. In the case of BingoBox, Deng Xiong shared his understanding of the new retail empowered by AI, pointing out that “intelligent whole ecological chain data, CV and NLP strong demand, intelligent customer service, intelligent supply chain” will become a new trend in the development of retail AI. In the end, he stressed that IN the second half of the Internet, AI has a lot to offer in new retail.


Netease Cloud-Dayan


Netease Cloud Dayan: Application of Real-time Streaming Computing in Business



Netease Cloud has accumulated big data for decades. Teacher Dai Dan introduced today’s sharing theme — real-time streaming computing by combining real-time recommendation applications such as netease News, netease Kora and netease Cloud Music. He pointed out that real-time computing is used to give real feedback on the recommendation effect. As netease’s streaming computing platform, Sloth has accumulated rich experience from product features to specific key implementation details.


Chinese Academy of Sciences – Li Jingyang


Dr. Jingyang Li, Chinese Academy of Sciences: Some Applications of NLP in automotive and Financial Fields



Natural language as the current hot topic, Dr Li Jingyang in today’s sharing of information extraction, automatic question answering and public opinion analysis application technology and NLP in everbright bank, China merchants bank, minsheng bank, such as the practice of the financial sector, through the analysis of real cases to share out the circle of theories, more realistic.


Sun goofy


Gao Fei Sun, AI Chief Test Architect: Testing Practices for Machine Learning Services



In Sun gaofei’s opinion, “at the present stage, the best way to achieve artificial intelligence is machine learning to increase data”, he shared the test methods and strategies of test architects in practice according to the common scenarios of machine learning. In the process of sharing, Sun Gaofei repeatedly emphasized the importance of test data with the help of examples of bank anti-fraud and Afa Dog Go war.


Liepin – Shan Yi



Shan Yi, Chief Data Scientist of Liepin.com: Data-Driven Open Source Online Experimental Tool



A/B experiment as an important online experiment tool in Liepin, Shan Yi introduces the characteristics of A/B experiment in detail from its basic concept and development cost. Macaw, an open source experimental tool, includes traffic randomization, hierarchical domain division, configuration management and traffic allocation automation, which provides great convenience for development. At the end of the sharing, The company revealed that Macaw, which has been undergoing internal work, was opened three months ago, adding: “It is a simple and usable experimental management tool rather than a platform, which aims to help people better optimize their products and provide better user experience.”


After the sharing of the six themes, Mr. Zhang Zehui and Four teachers, Li Yanpeng, Li Jingyang, Sun Gaofei and Shan Yi, held a round table. In view of the students’ problems, the teachers made a profound analysis from multiple perspectives and gave some suggestions.



Era of continuous innovation and progress, the development of artificial intelligence is also for better times, and FMI will organize more online exchanges, to build better, more excellent platform and artificial intelligence technology, lifting scheme for the enterprise technical innovation and technical personnel’s communication between professional promotion to provide more help, with more people hand in hand together to the future better AI.


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