May 2023 - September 2023Taipei, TaiwanResearch Assistant - Ph.D. Thesis on Elderly Technology AcceptanceProvided statistical support for a Ph.D. thesis investigating "Technology Acceptance Attitudes among the Elderly through a Mediation Model." Applied demand theory to define 18 variables and employed cluster random sampling to collect questionnaire data. Primarily contributed to constructing the mediation model, examining nuanced influences of mediating and moderating variables on elderly attitudes towards technology acceptance.July 2023 - September 2023Taipei, TaiwanMachine Learning Intern - Smart Ageing Tech Co., Ltd.Developed a Conversational User Interface (CUI) to streamline nurses' administrative tasks and reduce errors in data generation. Collaborated with the National Taiwan University (CAE) and received recognition in an internship competition.October 2019 - May 2022Taipei, TaiwanData Scientist - FOUR PILLARS ENTERPRISE CO., LTD.Worked on data governance and integration analysis applications within the group's data platform. Responsibilities included optimizing production processes, predictive maintenance for equipment, and maintenance/development of the group's Business Intelligence (BI) system.Project Highlights:1. Cloud platform implementation2. Data platform establishment3. War room establishment4. Product traceability5. AI automated detection6. AI virtual inspection7. SPC system development8. Supplier information exchange system developmentNovember 2019 - May 2020Taipei, TaiwanData Intern - Advant Analytics Tactics Ltd., AATProjects:1. Financial Product Analysis for a Bank: Utilized de-identified behavior data to predict customer interactions with various financial products, achieving 99.91% accuracy and 31% recall rate.2. PPT Analysis: Analyzed articles from the PTT Gossip Board during significant events like the presidential election, identifying keywords and trends.3. API Model Deployment: Deployed trained models using FLASK to establish a web API for integration into various work environments, generating real business value.
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Data Science EngineerDalabx
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Graduate Research Student清華 Sep 2022 - Present台灣 Taiwan 新竹市 -
Machine Learning InternJubo Health Jul 2022 - Sep 2022新北市新店區北新路三段213號The internship aimed to develop a Conversational User Interface (CUI) for a voice input system to alleviate the time spent by nurses on indirect care tasks such as administrative paperwork. It sought to eliminate the limitations faced by nurses in note-taking during care, thereby reducing the occurrence of human errors in data generation.The internship involved collaboration with the National Taiwan University(CAE) and received recognition in an internship competition. -
Data ScientistSymbio, Inc. Oct 2019 - May 2022新北市三重區光復路一段79號
Frequently Asked Questions about Leo Liu
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Leo Liu works for Dalabx
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Leo Liu's current role is Data science engineer.
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Leo Liu attended 國立清華大學, 輔仁大學.
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