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National Taiwan University
Avatar of Huang Yen Chun.
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AI enigneer @, Coretronic Inc.
2019 ~ Present
More than one year
Huang Yen Chun Senior AI engineer Hsinchu City, Taiwan 工作經歷 AI enigneer • , Coretronic Inc. 一月Present * Apply automated machine learning(AutoML) to facilitate the exploration of signal-processing pipeline for industrial vibration sensors * Develop on-device learning for anomaly detection in edge device * Visualization of industrial sensor data in real-time Data analyst • Patentcloud Inc 三月一月 2019 Explore machine learning application in patent analysis Prototype : https://prosecut.herokuapp.com Explore new network analysis for patent data visualization Prototype : https://feednet.herokuapp.com Patent Agent
Python
C++
AI Project Management
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Master Applied Physics
Avatar of NengChien Wang.
Avatar of NengChien Wang.
Past
Senior Software Engineer @DOINT
2021 ~ 2023
Software engineer, Image Processing engineer, Algorithm engineer
Within three months
Distancing Estimation (Lidar) Object Tracking Object Detection Automatic License Plate Recognition Optical Character Recognition (OCR) Multi-Camera Object Tracking (Image Stitching) Voice Keywords Detection Face Recognition Blur Detection People Counting Over the Wall Detection Automated Optical Inspection(AOI) Interactive Segmentation(for ROI) Web crawler Work Experience Senior Engineer(VicoreLogic) DecNow 1. Enhance the Image Signal Processor (ISP) algorithm, especially in 2D/3D noise reduction. Leverage cutting-edge techniques from both deep learning and image processing for a comprehensive improvement. 2. Tuning of parameters to achieve optimal image quality. Principle Engineer(Fi...
Python
Machine Learning
C++
Unemployed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Communication Engineering

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More than one year
AI enigneer @ , Coretronic Inc.
, Coretronic Inc.
2019 ~ Present
Hsinchu, 新竹市台灣
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C++
AI Project Management
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Interested in working remotely
Freelance
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National Taiwan University
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Master Applied Physics
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Huang Yen Chun

Senior AI engineer

  Hsinchu City, Taiwan      

工作經歷

AI enigneer  •  , Coretronic Inc.

一月 2019 - Present

* Apply automated machine learning(AutoML) to facilitate the exploration of signal-processing pipeline for industrial vibration sensors
* Develop on-device learning for anomaly detection in edge device
* Visualization of industrial sensor data in real-time

Data analyst  •  Patentcloud Inc

三月 2016 - 一月 2019

Explore machine learning application in patent analysis
Prototype : https://prosecut.herokuapp.com
Explore new network analysis for patent data visualization
Prototype : https://feednet.herokuapp.com

Patent Agent  •  Saintisland Law Firm

七月 2014 - 二月 2016

Provide patentability assessment and evaluate the risk of patent applications for clients
Provide consulting service to patent infringement by claim -
construction.

Research assistant  •  Academia Sinica

六月 2010 - 七月 2014

Develope interference lithography to fabricate nanchannels in
efficeient way at Academia Sinica, and using atomic force
microscope AFM to check the fabrication effectiveness.
Conduct biological experiments with different type of optical
spectroscopy, including total-internal-reflection spectroscopy TIRF,
fluorescence spectroscopy, laser scanning confocal microscopy.

Mental counsultant 298 Mechanized Infantry  •  Pingtong

八月 2009 - 六月 2010

Develope interference lithography to fabricate nanchannels in
efficeient way at Academia Sinica , and using atomic force
microscope AFM to check the fabrication effectiveness.
Conduct biological experiments with different type of optical
spectroscopy , including total-internal-reflection spectroscopy TIRF ,
fluorescence spectroscopy , laser scanning confocal microscopy.
Aug. 2009 - Jun. 2010 Mental counsultant Pingtong 298 Mechanized Infantry

學歷

2011 - 2014

National Taiwan University

Master Applied Physics

2005 - 2009

National Taiwan University

Bachelor Physics

技能


  • Python:

    Scientific computing: numpy, scipy

    Web framework: flask, Django

    Machine-learning: scikit-learn, keras, gensim, tensorflow

    Nework investigation: networkx

  • Javascript: cytoscape.js, highcharts.js, D3.js

  • Database: mongodb, SQL, Postgres

語言


  • Mandarin.   Native Fluency

  • Taiwanese   Native Fluency

  • English.     Professional Fluency(TOEFL score: reading(27), listening(24), speaking(18), writing(22))

  • Spanish     Basic

Resume
Profile

Huang Yen Chun

Senior AI engineer

  Hsinchu City, Taiwan      

工作經歷

AI enigneer  •  , Coretronic Inc.

一月 2019 - Present

* Apply automated machine learning(AutoML) to facilitate the exploration of signal-processing pipeline for industrial vibration sensors
* Develop on-device learning for anomaly detection in edge device
* Visualization of industrial sensor data in real-time

Data analyst  •  Patentcloud Inc

三月 2016 - 一月 2019

Explore machine learning application in patent analysis
Prototype : https://prosecut.herokuapp.com
Explore new network analysis for patent data visualization
Prototype : https://feednet.herokuapp.com

Patent Agent  •  Saintisland Law Firm

七月 2014 - 二月 2016

Provide patentability assessment and evaluate the risk of patent applications for clients
Provide consulting service to patent infringement by claim -
construction.

Research assistant  •  Academia Sinica

六月 2010 - 七月 2014

Develope interference lithography to fabricate nanchannels in
efficeient way at Academia Sinica, and using atomic force
microscope AFM to check the fabrication effectiveness.
Conduct biological experiments with different type of optical
spectroscopy, including total-internal-reflection spectroscopy TIRF,
fluorescence spectroscopy, laser scanning confocal microscopy.

Mental counsultant 298 Mechanized Infantry  •  Pingtong

八月 2009 - 六月 2010

Develope interference lithography to fabricate nanchannels in
efficeient way at Academia Sinica , and using atomic force
microscope AFM to check the fabrication effectiveness.
Conduct biological experiments with different type of optical
spectroscopy , including total-internal-reflection spectroscopy TIRF ,
fluorescence spectroscopy , laser scanning confocal microscopy.
Aug. 2009 - Jun. 2010 Mental counsultant Pingtong 298 Mechanized Infantry

學歷

2011 - 2014

National Taiwan University

Master Applied Physics

2005 - 2009

National Taiwan University

Bachelor Physics

技能


  • Python:

    Scientific computing: numpy, scipy

    Web framework: flask, Django

    Machine-learning: scikit-learn, keras, gensim, tensorflow

    Nework investigation: networkx

  • Javascript: cytoscape.js, highcharts.js, D3.js

  • Database: mongodb, SQL, Postgres

語言


  • Mandarin.   Native Fluency

  • Taiwanese   Native Fluency

  • English.     Professional Fluency(TOEFL score: reading(27), listening(24), speaking(18), writing(22))

  • Spanish     Basic