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Chin-Hung (Wilson) Liu I am a lead architect responsible for designing and implementing a large-scale data pipeline for Lomotif, Paktor x 17LIVE, utilizing GCP/AWS/Python/Scala, in collaboration with data science and machine learning teams in Singapore and TW HQ, as well as with the Hadoop ecosystem (HDFS/HBase/Kafka) at JSpectrum in Hong Kong and Sydney. With over 15 years of experience in designing and developing Java/Scala/Python-based applications for daily operations, I bring: ● At least 8 years of experience in data analysis, pipeline design

. - Experience of writing project reports, requirement specifications, and test reports, and mastering the language and vocabulary accurately to provide high quality documents. 2017//07 Hydraulic Engineer 經濟部水利署第十河川局(Water Resources Agency) - Coordinate the division of labor and cooperation between central and local authorities to handle the planning and design of flood control projects in the Tamsui River Basin. - Understand the operation ecology of the public sector and master the communication skills and familiar with the government procurement law. 2014//02 Visiting scholar ( Potsdam

Notebook product managing of comprehensive touch screen solutions, including NPI project schedule management, issue failure analysis on Mechanics / Electrical / Optics topics, and customer technical supporting service, dedicating as a major customer relationship manager. ● Experience on TCON communicating (Novatek, Analogix) / System RF interference related troubleshooting, and cooperating with global top 1 notebook customer for advanced NBPC system development. ● Experience on above 30+ LCM / DBTS models management with touch supplier / ODM to ensure efficiently and reliably fulfilling in various size and panel technology demand for end brand customer. ● Special Achievement

experience, specialized in the design of python API, SDK, and framework for optimizing the deployment flow of data science, ETL, and machine learning pipelines. 1+ year of participation in the technology management assistant bootcamp, with real-experience on business user support, gaining first-hand insight on financial and corporative AI usage via cross-department collaboration. Having excellent code-quality standard, efficiency-oriented thinking, and perseverance in face of challenging problems; Continue absorbing “technical-nutrients” from the development of open-source AI community. PROJECT Next-Generation ETL Framework for Data Science Team 2022/7-2022/

Analyst (contractor), Aug 2021 ~ now • Built financial models to track daily subscribers change of Disney+ for Taiwan, Hong Kong and Singapore market. • Prepared weekly reports including KPIs and business results of the streaming service. • Performed monthly forecast of subscription number and revenue based on operational trend. • Cooperated with marketing/analytics teams to obtain better insights of data to improve performance. Ikonix Taiwan Co., Ltd., Accounting Associate, Aug 2020 ~ Aug 2021 • Saved tax expense by 24,000 by providing suggestions for the finance department. • Reduced void of invoice by providing sales department

八月七月 2018 • Analyzed competitive products and market trends in different segments and built the Smartphone Shipment Forecasting Model. • Monitored the marketing plan, performance and managed contra revenue (MDF、PP、Upcharge、Rebate), inventory level and FP&A related activities of subsidiaries in EMEA region. • Built a $100 million scale financial model (H/W, S/W, negotiated with QCOM) for new VR business and evaluated the benefits of different cooperation scenarios to assist management team in decision-making. • Analyzed the growth model, developed the layout (via Tableau) of VIVEPORT (VR App ...

Responsible for implementing new features and maintaining current features for food delivery service based on react and redux ecosystem. Main contributor for honestbee membership. Provide corresponding membership payment flow integrated with BE developers and payment gateway services in different countries. Build customed user flow pattern for the cooperation between the department stores like Qsquare and honestbee. Implement tracking service to analyze user behavior and refactor current flow to improve user experience. 2017/3 ~ 2017/9 Sr. Software Engineer, Front End Team, House-Edge Inc Lead to build front end development including dev