林怡伶 (Elina Lin)

Information management graduate with programming coding skills and a passion for learning new things. Graduation thesis mainly studies using deep learning (ex. YOLO、RNN) and several algorithms implemented by Python for doing image processing. Currently, seeking a position as a Software Engineer.

  Taipei, Taiwan     [email protected]

       
  https://github.com/elina10920


Education

National Taiwan University of Science and Technology

Information Management

Computer Graphics and Multimedia Lab

2019 - 2021
   Master's degree

National Taiwan University of Science and Technology

Information Management

GPA : 3.85 / 4.0

2016 - 2019
Bachelor's  degree

Work Experience

Multimedia Teaching Assistant 

— 台灣科技大學

Sep 2020 - Jan 2021

  • Programming homework modification
  • Communicate and explain the homework with foreigners in English

Discrete Mathematics Teacher-Counselor
 台灣科技大學

Sep 2020 - Jan 2021

  • Explain the subject mentioned in class
  • Answer the question about math from the student

Intern — 玉山證券

Sep 2018 - Jun 2019

  • ASP.NET C# development
  • Using the MVC framework to develop the system

Skills

Programming


  • Python, Django
  • Java, Android
  • C#, ASP.NET
  • MySQL
  • Google Cloud Vision
  • Git, GitHub

Machine Learning


  • PyTorch, TensorFlow
  • Object detection
  • Object recognition
  • Image Processing

Language


  • Chinese
    • Native
  • English
    •  Fluently in communicate with foreigner
    • TOEIC: 775 scores

Projects

Face Swap (Website)

The system is built by Django and image processing algorithms for identifying prisoners. We can get the result of the face is similar to those seen at the crime scene.

  •   Participated: myself 
  •   Keywords: Face database, dilb, colour-correction, image processing

Motion Learning

For those people who reduced mobility outdoors, we build a system to monitor the subject's motion. By using OpenPose to detect the human skeleton, we then calculate the count of action and action-angle.

  •   Participated: 2 people
  •   Charged: Research papers related to motion, implement papers, testing


GrabCut (App)

Sometimes we want to record the moment by taking a photo but there is no photographer. By using AR for image stitching can solve the problem and the system is developed in Android.

  •   Participated: 4 people
  •   Charged: Process AR database, image capture, and identify the object

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