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Shih-Fang Chen

Leaner in the fields of Computer Vision, Deep Learning, Robotics • Taoyuan,TW

M.S., in Computer Science and Engineering (Computer Vision)

Honours Student of Taichung City

IELTS : overall band scores 6.0 

M.S. in Computer Science in the fields of Computer Vision and Robotics

Cover Letter and Pain Letter

Hi, 


This letter is to express my interest in the Computer Vision developer and engineer position.

 

With a Master’s Degree in Computer Science, numerous hands-on experience in software development, and the ability to solve problems in a timely and accurate manner, I enjoy being challenged and working on projects that require me to work outside my comfort zone and beyond knowledge, as continuing to understand the first-hand cutting-edge technology are important to me and my contribution to your organisation.

Over the course of the school years: 【2018 ~ 2020 Postgraduate student in the field of Computer Vision】 
  • My great enthusiasm for Computer Vision research drives me to pursue a postgraduate degree. 
  • In these two years, I execute an industry-university cooperative research project which focuses on image restoration, image recognition and noise reduction while I got perfect straight-A grades in my academic performances
  • To broaden my area of expertise in Computer Vision, recently, I participated in a series of Computer Vision and Deep Learning training by official OpenCV.org. to develop deep knowledge in Computer Vision. 

Over the course of the school years: 【2014 ~ 2017 Undergraduate Studies】
  • My character in pursuing superiority allow me to achieve outstanding academic performances and won the Honours Student Award.
  • I led a successful software project (Drone-Assisted Detection System for High-Risk Disaster Areas, using computer vision and automatic control techniques) as the team leader. This project solved the pain associated with emerging issues in disaster risk reduction and was awarded 4 awards in the different project competition.
  • Due to my recognised English proficiency, I won a fully-funded scholarship to study in Australia and lived with the local people, which help me to be more understanding of cultural differences and the first-hand cutting-edge technology to compete globally.


I have good software development skills, Multilingual Communication Skills (English, Chinese, and Hokkien), and interdisciplinary learning and knowledge integration capabilities.


Feel free to contact for further opportunities.


Sincerely, 


Shih-Fang Chen

【2018 ~ 2020 Postgraduate student in the field of Computer Vision】 


👉 An industry-university cooperative research project is now in progress, 

      focus on image restoration, image recognition and noise reduction.

 ● Computer Vision with OpenCV

 ● Deep Learning

 ● Big Data Analytics with R


Bookworm and Tech Geek

I am always hungry that I'm lovin' eat books, competitive paper, and cutting-edge know-how


Computer Vision Programming (Learning Period : 2017~2020)


Knowledge gained:

  • Matrix and Image Operators
  • Image Restoration
  • Noise Reduction
  • Face Recognition
  • Semantic Segmentation
  • Frequency Domain Analysis
  • Tracking and Motion
  • Image Recognition and Feature Extraction
Programming language: C++

Library: OpenCV with OpenCV contrib
A Robust Counting and Measurement Approach for Stacked Substrates (2018-2020)
An industry-university cooperative research project. Focus on image restoration, image recognition and noise reduction.
Publishing journals paper in EAAI 2020 (ongoing)

Position:
Computer Vision Engineer and Researcher

  • Develop a novel approach for image restoration, noise reduction, object recognition, localisation and segmentation
  • Negotiating with project stakeholders
  • Competitive papers study
This project is ongoing. Publish on Feb 2020 ACKNOWLEDGEMENTS


Contribution:

  • Achieve semantic PCBs-background segmentation and PCBs-ridge-lines segmentation
  • Triumph over the problem of unfathomable noises and could inference the board numbers robustly
  • Combine the strength of texture analysis, colour space conversions, structural analysis, morphology, image restoration to extract the lower-noise regions of stacked substrates to achieve measurement meticulously


The Development of Drone-Assisted Detection System for High-Risk Disaster Areas (2016-2017)
Recently there have been many fearless relief workers who have bravely sacrificed their lives in hazardous areas. 
Based on that, I developed a Drone-Assisted Detection System for High-Risk Disaster Areas.

Publishing conference paper in the 11th International Conference (AIT)

Position:

Team Leader and Software Engineer

  • Project management skills: 
    • Team building
    • Progress management
    • Project completion report 
    • Maintenance supplies and marketing
    • Production migration
Project Objectives:
  1. Using aircraft patrols the surrounding hazardous areas
  2. The aircraft can be controlled by the computer remotely
  3. Develop a self-flying drone


Personal Contribution:

  • Programming Experience in C++ and OpenCV
    • Functional Design
      • Drone-object tracking and detection algorithm  
      • Flight control algorithm
      • Real-time remote data storage service
      • User Interface Design
  • Programming Experience in Python
    • Functional Design : Build an protocol between flight control system and UAV platform.
  • Drone Assembly and Calibration experience
  • Aviation Safety Test and Bug Fixes

project2.jpg
project1.jpg

Deep Learning and Computer Vision Side Projects


Side Project: 

Programming language: Python and C++
Framework : Keras / Tensorflow / Pytorch
Library : OpenCV, et cetera.

2019 COMPUTER VISION 1

2018 Introduction to R for Data Science

2017 Bronze Medal Award in 2017 Creative Software Applications Contest

全國大專校院軟體創作競賽,銅牌獎 (Photo in the Award ceremony) 

2017 Honourable Mention Award in 2017 Creative Software Applications Contest

全國大專校院軟體創作競賽,值得注目獎

2017 Publishing conference paper in the 11th International Conference(AIT)

發表資訊科技國際研討會論文

2016 First Place Award in the Project Competition of Dept of CSIE, CYUT

105 學年度資訊工程系「專題競賽」第一名

2014 Red Hat Certified System Administrator(RHCSA)

2012 First Place Award in the World Robot Olympiad, Taipei

國際奧林匹亞機器人大賽 北區第一名

2019 AI course in University of Notre Dame

Artificial Intelligence (AI) for Embedded System Short Course, introduction to ML & DL

2017 Honours Student Award, Taichung

台中市105學年度模範生 (Photo with the Taichung mayor)

2017 IELTS : overall band scores 6.0 (quadruple 6)

國際英語測試系統

2015 The CYUT Elite Student (Fully-Funded Scholarship)

當選朝陽科技大學菁英學生,獲全額獎學金赴澳洲進修

2013 Professional Certificates Award

高中時期專業技能傑出,獲頒證照達人獎

2011 The Certiport Spelling Bee Advanced

Certiport美國拼字大賽 特優等

Professionalism means consistency of quality. 

                                                                                                                                        Frank Tyger

Academic Achievement


GPA : 4.0 / 4.0, Average Score : 93, ranking top 1. Entrance in advance on Feb 2018. Graduate on Feb 2020 (postgraduate)

GPA : 3.64 / 4.0, Average Score : 86, ranking top 6 % by a 120 students group (2013~2017 undergraduate studies)

GPA (CYUT).png

I had outstanding academic performances during the undergraduate studies. I tried my utmost to maximise my study efficiency so that the Grade Point Average rose steadily each semester. It at first rose from 3.1 to 3.63 in the course of four semesters, in the ensuing four semesters and my postgraduate studies, it then plateaued at 4.0.

Service


Team Leader

The 17th Elite Student

Mission:

Organise an Australian study tour Exhibition with 19 people


Delegate

Office of International and Cross-Strait Cooperation at CYUT

Mission:

Hosting International Visitors


Military Police

Mandatory military service at

Military Police 202 Command 

Developing a Combat Mindset (Close Quarters Battle Skills)

Work Experience


NCFTA

Engineering Section of National Center for Traditional Arts - Taiwan Assistant (2014 summer)

Assist the professional staff to renovate the facilities of the centre and made it better.


CYUT

System Management Section of Chao Yang University of Technology Administrator (2016 Spring) Computer maintenance services for the CYUT members and IT consultation and assistance.


YZU

Teaching and research assistant

TA for:

2019 Big Data Analytics course

2018-2020 Linear Algebra course

Ethical Hacking and Countermeasure (Learning Period : 2016 Spring)


Knowledge gained:

  • Trojans and Backdoors 
  • SQL Injection
  • Buffer Overflow
Operating System: Kali Linux

Projects 02 00@2x

DS LAB 2019

Learning in the Data Science Lab YZU with Professor Ting-Ying Chien

Hi


Contact me in more detail through my LinkedIn.



Latest Resume Version: Jan 2020

Taiwan


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