張貴雅

PROCESS ENGINEER / 

ML ENGINEER / UX designer in training

  Hsinchu, Taiwan

 4 year-passionate process engineer in semiconductor manufacturing.

 2 year academic research experience in quantum chemistry.

 Skillful in optics, lithography, and data analysis.

 Self-learned ML Engineer

 Studied aboard in Singapore and Germany

  • CoderBridge Blogathon popular writer award    
  • 2020 president hackerthon - excellent award #182 ElderFlower-接骨木的銀髮關懷  
  • 2020 Shopee Code League Competition   
  • AWS Machine Learning Scholarship    

       

SKILL

Language


  • English (B2)  
  • German (B1)  

Software Skills


  • Computer Vision: OpenCV, CNN, TensorFlow
  • Web Develop: HTML, CSS, JavaScript
  • Machine Learning & data analysis: python

Projects


  • Golden Wafer Automation  
  • Special Shading Map Auto-identification 
  • Animator Intelligence

WORK EXPERIENCE

PROCESS ENGINEER  •  Taiwan Semiconductor Manufacturing Company

Mar 2020 - Present

F12B Lithography process Engineering
Front-end process improvement

248 193 EUV tool CD OVL SPC maintain

CD SEM sponsor 

PROCESS INTEGRATION ENGINEER  •  MICRON

Se 2017 - Jul 2019

Yield Enhancement
Datamining and identifying causes of device failures Analyzing
yield loss via co-working with EFA/PFA and PE
Real-time Defect Analysis
Building BKM recipe for defect of interest early detection
Application owner : BBP, Dark field, SEM, E-beam

RESEARCH ASSISTANT  •  ACADEMIA SINICA

Apr 2013 - Feb 2015

Quantum Chemistry : Molecular reaction kinetics spectrum analysis
CH4 + Cl rxn, IR/UV, with 2D image analysis by Matlab

EDUCATION

2022

Google

Coursera

Foundations of UX Design  

2019 - 2020

Tibame

Taiwan

AI Application Engineering 

2020 - 2021

Quantic, School of Business and Technology

Washington DC, US

MBA 

2015 - 2017

National University of Singapore & Technical University of Munich, Joint Degree

Singapore & Germany

Msc. Industrial Chemistry  

2020

University of Washington

Coursera

Machine Learning Specialization  

2008 - 2012

National Chung Hsing University

Taiwan

Bsc. Chemistry  

Animator Intelligence

Human pose estimates the direction of 2D video, transferring to 3D video via a trained 3D model.

Simplifying complicated works is what an engineer should do.

工程師就是要把複雜的事情簡單化

After being an engineer, everything was learned at a fast pace. Colleagues may not have enough time to explain the whole project in detail. In order to deliver our messages efficiently and clearly, engineers are trying to solve problems and make things simple for internal or external customers. Be humble and always learning, because communication is an art that is worth mastering.

  南寮漁港, Hsinchu, Taiwan

       

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