Experience

• 

  Auo

  Sept 2002 - Sept 2003

  System engineer

  Successfully build a simulation model for solving AUO TFT-LCD production problem.

• 

  Aidc

  Oct 2003 - Nov 2007

  R&d project manager

  Successfully lead multiple projects for largest TFT-LCD equipments development, such as Automatic Optic Inspection (AOI) Machine, Auto Blasting Machine, Auto Sanding Machine and Auto pressure washer Machine.

• 

  Asml

  Nov 2007 - Apr 2013

  Data mining and new service develop: Develop predictive model to drive proactive maintenance.Oracle Business Intelligence: Analyze information flows, business processes and business problems by using Oracle BI to improve process control, quality, efficiency. Analyze information flows, business processes, procedures and optimize business problems.Identify performance improvement opportunities: Analyze data from company WW organization performance data to identify technical performance problems trends and priorities.

  • Data Mining Analyst

    Nov 2007 - Apr 2013

  • Business Process Analyst

    Nov 2007 - Nov 2008
• 

  Orange business services (fime asia)

  Apr 2013 - Jun 2016

  Senior project manager

  Act as the point of contact for named key accounts to develop and drive the potential business.Lead several large smart card migration/ security evaluation projects to support Australia (EFTPOS), Singapore (NETS) and Japan (JCB) on the Chip Card, Apple/ Android Mobile payment solution migration. Manage the virtual team in India, Australia, France, Taiwan and Thales security lab (France) to deliver the testing solution on both software and security certification.

• 

  台北富邦商業銀行股份有限公司

  Jul 2016 - Oct 2021

  Assistant vp- big data intelligence department

  1. A leadership position for the creation of new data sciences capabilities for the business by envisioning and executing strategies.2. Proactively work with business executives across the business in order to provide advanced analytic data modeling systems. Launches innovative and complex analytic models.3. Lead data scientist team to deliver data-analytic-as-service project. Implement full CRISDP-DM on CRM, finance risk management and operation efficiency to enable Fin-tech initiatives. *Data driven marketing: Next best offer model, Recommendation model, Share of wallet prediction *Data driven risk management: Risk scoring model, AML with AI optimization *Data driven operation efficiency: AI Customer Service Robot *Big data application4. BI & data visualization: design and implement enterprise CEO dashboard, mobile dashboard, what-if simulation and daily BI reports, the solution includes Tableau, Oracle OBIEE, Oracle Data visualization, Power BI, Fine report, etc.5. Data API: manage open banking API, partner API and the in-house API that build-up new ecosystem for business growth. 6. Hybrid data application strategy: to manage the collection and application on the diversity of data, includes: social media, government open data, external web data and 3rd party data.7. Data governance and data platform: manage the data scientist work bench computing environment and the live machine learning model life cycle. Show less

• 

  Tsmc

  Sept 2021 - now

  Ai r&d technical manager

  -AI Path Finding for Smart Manufacturing-Research and develop industrial AI technologies for smart semiconductor manufacturing-Focus on Advanced AI Research & Development program:1. Big data and machine learning technologies2. Operation research and optimization for production line scheduling3. Equipment hardware capability improvement4. IOT and sensor technology