2023
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“Responsible AI: Principles and Practices”, invited talk for Google Devfest 2023 Hong Kong, Hong Kong, Dec.9th 2023
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“ML for Everyone: No Coding with Google Sheets, Low Coding with MediaPipe, and Full Stack with Keras”, invited talk for Google DevFest 2023 Singapore, Singapore, Nov.18th 2023
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“Recent Advances in AI and Its Applications for The Insurance Industry”, invited talk for Faculty of Computer Science and Information Technology, University of Sumatera Utara, Medan Indonesia, Oct.25th 2023, Youtube
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“Demystifying Large Language Models and Introducing GCP’s Generative AI offerings”, invited talk for Google I/O Extended Da Nang, Danang Vietnam, Aug.5th 2023
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“Responsible AI: Principles and Practices”, invited talk for Google I/O Extended Medan, Medan Indonesia, Jul.29th 2023
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“Responsible AI: Principles and Practices”, invited talk for Google I/O Extended George Town, George Town Malaysia, Jun.24th 2023
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“Responsible AI: Google’s Principles and Singapore’s Practice with Regulators and Financial Institutions”, invited talk for Google I/O Extended Singapore, Singapore, May.27th 2023
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“Workshop on Machine Learning and Neural Networks”, invited talk for Machine Learning Study Jam at Multimedia University, Malaysia, May.13th 2023
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“NUS Seminar Sharing: Augmented UW, Medical NLP, Working Experience and more”, invited talk for Masters of Science in Business Analytics (MSBA) National University of Singapore, Singapore, Mar.23rd 2023
2022
- “AI @ Munich Re: Key AI applications and opportunities for NUS students”, invited talk for Masters of Science in Business Analytics (MSBA) National University of Singapore, Singapore, Mar.10th 2022
2021
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“Federated Learning Framework”, invited talk for Grab, Singapore, Dec.8th 2021, blog_en
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“Introduction to Machine Learning”, invited talk for Explore ML, PSB Academy, Singapore, Nov.20th 2021
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“基于人工智能的次世代数字化风险评估”, 第三届陆家嘴国际再保险会议, Shanghai, Oct.27th 2021
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“Defining Insurance Risks – The Good, The Bad and The Ugly”, webinar for IFoA Asia Conference 2021, July.28th 2021
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“Introduction to Neural Networks”, invited talk for Medipol Global Summit, Istanbul, May.7th 2021, Youtube
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“Responsible AI”, invited talk for TensorFlow Everywhere Sri Lanka 2021, Sri Lanka, Mar.13th 2021, Youtube
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“Introduction to Computer Vision and Natural Language Processing”, Virtual Workshop of Hands-on with Data Science, Bangalore, Feb.4th 2021
2020
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“谷歌 Responsible AI 的探索与实践”, GDG DevFest Shanghai 2020 年度开发者大会, Shanghai, Nov.22nd 2020, Bilibili
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“AI impact on the Insurance value chain”, invited talk for Department of Economics Hong Kong Baptist University, Hong Kong, Oct.8th 2020, blog_cn
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“AI impact on the Insurance value chain”, invited talk for Masters of Science in Business Analytics (MSBA) National University of Singapore, Singapore, Aug.20th 2020, blog_cn
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“Building a Chinese Chatbot: Data, Algorithms and Tools”, Google Developer Group ML Developer Day, Singapore, May.10th 2020, Youtube
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“Hands-on with Data Science”, 2-Day Internal Workshop for Swiss Re Colleagues, Singapore, Jan.9th-10th 2020
2019
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“Chatstack: a full pipeline UI for building Chinese NLU system”, Google Developers Experts Summit, Sunnyvale, CA, Oct.27th 2019, blog_cn
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“Behind the Disruption of Open Source Technology”, FinovateAsia 2019, Singapore, Oct.16th 2019, blog_en blog_cn
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“Interpret Federated Learning with Shapley Values”, The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML’19), Macau, Aug.12th 2019, paper, blog_cn
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“Hands-on with Data Science”, 2-Day Internal Workshop for Swiss Re Colleagues, Sydney, Jun.27th-28th 2019
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“知识图谱构建:数据、算法和架构”, 全球人工智能技术峰会 WOT2019, Beijing, Jun.21st 2019
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“Predictive Underwriting: An Automatic Issue Offer Case Study”, Manulife Global Analytics Conference, Hong Kong, Apr.12th 2019
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“Hands-on with Data Science”, 2-Day Internal Workshop for Swiss Re Colleagues, Hong Kong, Mar.4th-5th 2019
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“Why Insurance needs Federated Learning”, IEEE P3652.1 Federated Learning Standard Working Group, Shenzhen, Feb.22nd 2019, blog_cn, blog_en
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“Recent Advances in NLP”, In Depth Meeting for Swiss Re Digital & Smart Analytics Americas, Armonk, NY, Jan.24th 2019
2018
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“The Data Scientist: Actuary 2.0?”, Asian Actuarial Conference, Hong Kong, Sep.18th 2018, slides
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“On the way towards Intelligent Chatbot”, HKU Space Workshop Series on Data Science and Big Data, Hong Kong, Jul.14th 2018, slides, blog_cn
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“Annotation Tools and Beyond”, Machine Intelligence Summit Hong Kong, Hong Kong, Jun.6th 2018, slides, blog_cn, blog_en