Tai-Ming Huang

  Taipei, Taiwan

Studying for a Master's Degree in Computer Science at National Taiwan University of Science and Technology (NTUST). Committed to the field of computer vision (CV).

   


Skills

Programming


  • C / C++
  • C#
  • Python
  • JavaScript
  • Machine Learning/Deep Learning

Tools


  • Docker
  • Git
  • Elastic (ELK) Stack
  • PyTorch
  • Open CV/Open GL/Emgu CV

Web


  • HTML5
  • CSS /SCSS
  • React Js
  • Python Flask
  • PHP Laravel

Game Engine


  • Unity
  • Unreal

Other


  • IOS (Swift)
  • Android (Kotlin)
  • Ubuntu Command Line Interface

Language


  • Chinese : Native
  • English : TOEIC 675
  • Taiwanese : Native

Education


National Taiwan University of Science and Technology  •  Taiwan

Feb 2021 - Present

  • M.S., Department of Computer Science and Information Engineering.
  • Advised by Prof. Kai-Lung Hua.

Wrocław University of Science and Technology  •  Poland

Jul 2019 - Aug 2019

  • 3E+ Summer School 2019 program.
  • Data Science and Machine Learning.

National Taiwan University of Science and Technology  •  Taiwan

Sep 2017 - Jan 2021

  • B.S., Department of Computer Science and Information Engineering. 

Experience


AI  Energy, Power Source Prediction and Charging Pile Scheduling •  Delta Electronics Inc.

May 2021 - Present

  • Predict the future status of multi-dimensional features time-series data by deep learning methods.
  • Scheduling the power source of Electric Car's charging piles.

2021 TSMC x Microsoft CareerHack Mixed Reality  •  TSMC x Microsoft

Jan 2021

  • 2nd place in TSMC x Microsoft 2021 Careerhack Mixed Reality Team.
  • Developed some Mixed Reality solutions for Restaurants (TSMC FAB) in C# (Unity 3D).
  • Deploy and build on MR device (HoloLens2).
  • Read More: https://teddy12155555.medium.com/12f4a6d8b326

AI Automated Monitoring Platform System Development  •  IGS Inc.

Sep 2020 - Present

  • Obtain the features of multi-dimensional time-series data by deep learning, and detect whether anomalies happen in the current period.
  • Real-time data analysis by Kibana and Grafana visualization platforms and using machine learning to do anomaly detection.

2020 VGW   •  Vision Get Wild Award

May 2020

Computer Vision Algorithm development  •  SSI Inc.

Mar 2020 - Present

  • Develop algorithms in C# (Engu CV), conduct research on Computer Vision solutions for products of SSI company.
  • Find some solutions from a CV perspective to real-world problems.


CEO / President  •  Student Association of CSIE Department

Jun 2018 - Jun 2019

  • Lead a team of Student Association of CSIE Department at NTUST.

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