Yu-Hsiang Fu Email & Phone Number

台灣 Taipei City 台北

• Robotic Process Automation (RPA), Team Lead (4 members team)I am responsible for facilitating RPA projects to increase the work efficiency of various domain users and being able to understand users' requirements, propose applicable solutions, and assist team members in implementing the outcomes.> Raw-Material Warehousing> Customer-Order Automation• Business Intelligence (BI) Report, Team Lead (3 members team)We cooperated with the data engineer team to deliver APIs (i.e., Azure APIM) as services (or data assets) to make users use the company’s data assets efficiently and reveal valuable insights in Power BI.> Working-Capital API> Inventory-Age API• AI Platform PoC, Walsin Team Lead (3 members team)We cooperate with the Landing AI company to make use of the AI platform and the LandingLens workflow (4 rounds) to resolve the scratch and sliver identification by creating a defect book (5 types), a defect labeling guideline, and an AI model (the best with 74% precision and 88% recall) and test the model in the field of QA workplace.• Master Data (L3/L4) Migration/Cleaning, Team Lead (7 members team)We worked with business process re-engineering (BPR) and system analysis (SA) teams for master data migration tasks that extracted the current master data, cleaned and transformed, and loaded the converted data to the new ERP system.> Duplicated Material-Code Identification• Research & Development (pilot study), Senior Data Scientist / Team Lead (2 members team)> Intelligent Recipe Design System (patent)I invented an ML system to extract domain-specific knowledge from historical data and solve problems of rubber-recipe design or dose-response (e.g., factors) optimization for fulfilling various customers' requirements.> Price-Index BI Report (pilot case of RPA)> Smart Meeting 2.0 (alpha test ver.)> Knowledge Graph Development

台灣 台北市

• Domain Data Analysis, Data ScientistI assisted junior data scientists in resolving steelmaking and steel rolling problems of vacuum oxygen decarburization (VOD) modeling, scratch and sliver identification, and annealing factor analysis.• HR Data Analysis, Team Lead (2 members team)We used NLP techniques and a dashboard tool (e.g., Tableau) to analyze the data of personal evaluation, job description, or activities survey for HR colleagues to understand the turnover rate, promotion path, or keywords' relations of mindset.• Search Engine Optimization, Team Lead (2 members team)We used text mining to analyze logs of searching keywords to optimize the Walsin search engine by adjusting the parameters of ranking and personalization algorithms and providing a word cloud for reference.• Research & Development (pilot study), Data Scientist> Simple COVID SimulationI simulated how a pandemic (e.g., COVID-19) affects economic activities in a visual society using a multi-agent-based model, and the results showed that people with lower socioeconomic status were affected the most during a pandemic.

台灣 桃園市 龜山區

• 2018.03 ‒ 2018.07, The memory effect for the evolution of online acquaintance networks• 2014.10 ‒ 2015.07, The cost-benefit analysis of a block strategy for influenza• 2012.08 ‒ 2013.07, Apply space-spatial mining to discover geography information• 2011.03 ‒ 2012.02, Self-Awareness agent model for iterated prisoner dilemma• 2010.03 ‒ 2011.02, A block strategy of influenza for Taiwan daily commuting network

Doctor Of Philosophy - Phd, Computer Science And Engineering

Master'S Degree, Information Management, Gpa 3.8

Exchange Student Of Master'S Degree, Computer And Information System, Gpa 3.9

Bachelor'S Degree, Information Management