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Taipei City, Taiwan
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Past
高級工程師二 @奇偶科技股份有限公司
2016 ~ 2024
軟體工程師
Dalam satu bulan
C++
Golang
Python
Tidak bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
逢甲大學 Feng Chia University
資訊工程學系研究所
Avatar of 陳韋燁.
Avatar of 陳韋燁.
Past
工程師 @博彥科技有限公司
2018 ~ 2023
後端工程師
Dalam satu bulan
程,讓外籍員工也能輕易上手 巡檢系統 簡化巡檢相關流程,降低人工疏失造成風險 學歷 龍華科技大學 資訊網路工程 •Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. 技能 C、C++、golang lua、linux shell script mysql、postgresql、redis linux aws、docker、jenkis rabbitmq http、mqtt、grpc i2c、uart、spi 語言 English — 中階
C
C++
Golang
Tidak bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
龍華科技大學
資訊網路工程
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Avatar of the user.
Senior engineer @Chicony Electronics Co, Ltd.
2018 ~ Sekarang
全端工程師、後端工程師、前端工程師、軟體專案主管、AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Dalam satu bulan
Python
C
C++
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
National Taiwan Ocean University
Computer science and engineering
Avatar of Ryan Shen.
Avatar of Ryan Shen.
Sr. Full Stack Engineer @類神經網路股份有限公司
2021 ~ Sekarang
資深程式設計師
Dalam satu bulan
Ryan Shen Sr. Fullstack Engineer Taipei City, Taiwan Hi, I'm Ryan! I'm working as a web developer and I have 6 years of working experience as an engineer. I specialize in web development, code maintainability, and fundamentals of programming languages. [email protected] Work Experience Sr. Full Stack Engineer • 類神經網路股份有限公司 SepPresent Angular/Node.js/TypeScript/ Flutter /Docker/Firebase/MySQL/GCP 1. Built and maintained website management consoles in Angular to help shop owners
Android
Windows
Linux
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
輔仁大學 Fu Jen Catholic University
Computer Science and Information Engineering
Avatar of Brad Lo.
Avatar of Brad Lo.
產品專案經理/全端工程師 @FITI Foxsemicon (Foxconn Technology Group)
2018 ~ Sekarang
Maker
Dalam satu bulan
Brad Lo Full Stack Engineer [email protected] Learning defines me; setbacks fuel growth. Dedicated to continuous learning and adapting to AI trends, I am committed to joining an innovative team ready to tackle challenges. Skills Software Experience HTM/CSS(Sass)/JavaScript:5yrs+ Vue.js:2yrs C#:5yrs+ Python(Django/PyQt5/Tkinter):5yrs+ SQL Server/MySQL/SQLite:3yrs+ Oracle DB:2yrs+ Java(Android):1yr+ C++(STM32/ESP32/Arduino):2yrs Web Development (Full Stack) Front-end:JavaScript,Vue.
Python
C#
JavaScript
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
國立台灣海洋大學 (NTOU)
系統工程暨造船學系
Avatar of Chia-Wei Yen.
Avatar of Chia-Wei Yen.
Technology Consultant @台灣易思資訊科技股份有限公司
2019 ~ 2024
程式設計師
Dalam satu bulan
. Skilled in leveraging IBM Cognos Planning Analytics (TM1) and Oracle Hyperion Essbase for advanced financial planning and analysis. Possesses strong analytical acumen complemented by proficiency in Python scripting. Demonstrates adaptability by effectively navigating UNIX environments, including AIX and Linux. Currently expanding proficiency by learning JavaScript and C++ programming languages. 工作經歷 Technology Consultant • DXC Technology 六月Present | Taipei, Taiwan Project experiences: * Fubon Life IFRS17 Implementation Project * Bank of Taiwan Hong Kong Branch AML System Implementation Project * Fire Department Special Search and Rescue Team 5G AI Rescue Platform Supervision Project * USI
Microsoft Office
SQL
Linux
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
National United University
Information Manager
Avatar of AmandaWen.
Avatar of AmandaWen.
系統分析師 @全球華人股份有限公司/1111人力銀行
2023 ~ Sekarang
SA,PM,數據分析師
Dalam satu bulan
AmandaWen 您好, 我是温婷瑋,在系統分析與數據分析有8年以上的工作經歷。於2015年畢業於靜宜大學,取得財務與計算數學所碩士。現在任職於全球華人(1111),擔任SA。 就學期間,受過完整的統計相關訓練,並接觸了程式相關課程(例如:R、C++、SQL),還因個人興
Oracle
JavaScript
PHP
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
靜宜大學
財務與計算數學系
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Avatar of the user.
Senior Front End Developer @Gemini Data Inc.
2021 ~ Sekarang
Architect, Principal Software Engineer
Dalam satu bulan
api
html5
python django
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
Tunghai University
Computer Science
Avatar of 梁賦康 (Foo-Hong, Leong).
Avatar of 梁賦康 (Foo-Hong, Leong).
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Dalam satu bulan
梁賦康 (Foo-Hong, Leong) Taoyuan City, Taiwan Email: [email protected] Tel:Skills • Languages: Python • DataBases: MySQL, SQLite • Infrastructure tools: Github • Machine learning libraries: TensorFlow, Keras, and Scikit-learn • Data visualization tools: Power BI, Seaborn and Matplotlib • Deployment: Streamlit Summary I have been working in Motor Manufacturing Industry for 8 years. My first programming was going to my Bachelor's degree, C++ was the first program I learned. Then I started to learn Python in 2018 at TEDU and my first project was the Stock Trend Prediction by CNN. I kept
Python
Power BI
Data Analytics
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
國立成功大學 National Cheng Kung University
Mechanical Engineering
Avatar of Chenyang Hsu.
Avatar of Chenyang Hsu.
Past
Senior Product Application Engineer @Mi Equipment
2021 ~ 2023
Senior Engineer
Dalam satu bulan
Chenyang Hsu Seven years of experience as a semiconductor engineer. Studied the embedded system, Linux and firmware and completed the training from the iSpan training institution (the ex- Institute for Information Industry, III ). including C, C++, Java, Android, Python, data structure etc.. Adaptability, pressure management, empathy. Hsinchu, Hsinchu City, Taiwan ◆ e-mail: [email protected] Work experience NovemberJanuary 2023 Sr. Product Application Engineer Mi Equipment JuneSeptember 2018 Staff Process Engineer United Microelectronics Corporation ◆ Responsible for the shipment verification of all product series produced in Taiwan within 3 months
DOE
FMEA Risk Analysis
MES
Tidak bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
Chung Yuan Christian University
Physic

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Lebih dari satu tahun
Computer Vision Reseacher
國立中央大學
2020 ~ Sekarang
Hsinchu, 新竹市台灣
Latar Belakang Profesional
Status sekarang
Siswa/Mahasiswa
Tahap pencarian kerja
Profesi
Software Engineer, Python Developer, Machine Learning Engineer
Bidang Pekerjaan
Software, Intelegensi Artifisial/Pemelajaran Mesin, Robotik
Pengalaman Kerja
Kurang dari satu tahun
Management
Tidak ada
Keterampilan
Artificial Intelligence
Deep Learning with PyTorch
Deep Learning with Tensorflow
Computer Vision
Python
Git
C++
Web
Bahasa
English
Profesional
German
Fasih
Chinese
Bahasa ibu atau Bilingual
Preferensi Pencarian Pekerjaan
Jabatan
Software Engineer
Tipe Pekerjaan
Full-time
Lokasi
台灣台北市, 台灣新北市, 台灣新竹市新竹, 台灣桃園
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Tidak
Pendidikan
Institusi Pendidikan
國立清華大學
Jurusan
資訊應用研究所
Cetak

林佳縈 Chia Ying Lin

Computer Vision Reseacher

  Computer Vision Lab, NTHU


With 4-year solid training in computer science fundamentals, 2-year independent research experience in computer vision, and diverse hands-on development experiences, I always pursue excellence, crave new challenges, and am open to all possibilities.  

  [email protected]

https://github.com/lykasbongbongbong

linkedin.com/in/lykas-chia-ying-lin

  0937-464-176

Skills

Languages


  • Python (familiar)
  • C++, C
  • JAVA

Deep Learning Frameworks


  • PyTorch (familiar)
  • Tensorflow

CV & DL Libraries


  • OpenCV
  • Keras

Development Tools


  • Git/Github
  • RESTFul APIs

Web Development


  • HTML, CSS, JS
  • Python Flask
  • PHP, Laravel
  • MySQL, NoSQL(mongoDB)
  • AWS

Others


  • English TOEFL iBT 97
  • English TOEIC 935 
  • German B2

Education


Master's Studies, Computer Vision Lab, NTHU

Dept. Information Systems and Application, Sep 2020~Now

  • Anomaly detection and segmentation for smart manufacturing as primary research target

Bachelor Degree, WASN Lab, NCU

Dept. Computer Science, Sep 2016 ~ June 2020

Exchange Student, Hochschule München, Germany

Dept. Informatik (Computer Science), Sep 2019 ~ Feb 2020

Experiences

August 2021

Attendee,

Machine Learning Summer School, NTU

August 2021

Backend Developer (Anomaly Detection Demo Website),

CVLab, FUTEX 2021

  • Use Python Flask, MySQL for RestFul APIs development
  • Optimized backend system with Python threading to support sudden massive traffic

June 2018 ~ July 2019, 1y1m

Full-Stack Web Developer (NCU Internship Web)

Career Center NCU

  • Reconstruct website with Laravel Framework
  • Optimize backend and database to handle larger amounts of access
  • Over 30% of users received intern opportunities via this site 
  • Website Link: https://ncuinternship.careercenter.ncu.edu.tw/

Master Thesis: 

SABDN: Self-Attention Based Deviation Network for few-shot anomaly detection and segmentation (Under Review ECCV 2022)



Contributions

  • Combine self-attention mechanism with feature extraction CNN network and anomaly synthesis mechanism for anomaly scoring to achieve outstanding anomaly detection accuracy under few-shot setting
  • Reach SOTA performance on benchmark dataset MVTecAD dataset and BTAD dataset with over 90 percent reduction in training data requirements

Side Projects




GlueGAN: a generative model based on SuperGlue structure

  • Extend MagicLeap’s SuperGlue end-to-end GNN concept for object synthesis to solve synthetic object image generation problem
  • 10% accuracy improvement compared to initial GAN backbone 

Let's play GAN with flows and friends!

  • Generate synthetic object images with multi-label conditions with conditional GAN manner
  • Human faces generation by conditional normalizing flow

2048: by Temporal Difference Learning Approach (RL)

  • Construct TD-learning algorithm and design own n-tuple network to solve 2048 game
  • Reach 98% 2048-tile win rate in 1000 games

The LunarLander: under Deep Q-Network and DDPG manner (RL)

  • Implement DQN and DDPG network to solve LunarLander game problem
  • Thoroughly understand Deep Q-learning, actor-critic mechanism

Real-Time car detection and counting system

  • Retrain YOLOv3 with our own hatchback dataset
  • Reach average accuracy: 99% on both day-light and evening scenarios
CV
Profil

林佳縈 Chia Ying Lin

Computer Vision Reseacher

  Computer Vision Lab, NTHU


With 4-year solid training in computer science fundamentals, 2-year independent research experience in computer vision, and diverse hands-on development experiences, I always pursue excellence, crave new challenges, and am open to all possibilities.  

  [email protected]

https://github.com/lykasbongbongbong

linkedin.com/in/lykas-chia-ying-lin

  0937-464-176

Skills

Languages


  • Python (familiar)
  • C++, C
  • JAVA

Deep Learning Frameworks


  • PyTorch (familiar)
  • Tensorflow

CV & DL Libraries


  • OpenCV
  • Keras

Development Tools


  • Git/Github
  • RESTFul APIs

Web Development


  • HTML, CSS, JS
  • Python Flask
  • PHP, Laravel
  • MySQL, NoSQL(mongoDB)
  • AWS

Others


  • English TOEFL iBT 97
  • English TOEIC 935 
  • German B2

Education


Master's Studies, Computer Vision Lab, NTHU

Dept. Information Systems and Application, Sep 2020~Now

  • Anomaly detection and segmentation for smart manufacturing as primary research target

Bachelor Degree, WASN Lab, NCU

Dept. Computer Science, Sep 2016 ~ June 2020

Exchange Student, Hochschule München, Germany

Dept. Informatik (Computer Science), Sep 2019 ~ Feb 2020

Experiences

August 2021

Attendee,

Machine Learning Summer School, NTU

August 2021

Backend Developer (Anomaly Detection Demo Website),

CVLab, FUTEX 2021

  • Use Python Flask, MySQL for RestFul APIs development
  • Optimized backend system with Python threading to support sudden massive traffic

June 2018 ~ July 2019, 1y1m

Full-Stack Web Developer (NCU Internship Web)

Career Center NCU

  • Reconstruct website with Laravel Framework
  • Optimize backend and database to handle larger amounts of access
  • Over 30% of users received intern opportunities via this site 
  • Website Link: https://ncuinternship.careercenter.ncu.edu.tw/

Master Thesis: 

SABDN: Self-Attention Based Deviation Network for few-shot anomaly detection and segmentation (Under Review ECCV 2022)



Contributions

  • Combine self-attention mechanism with feature extraction CNN network and anomaly synthesis mechanism for anomaly scoring to achieve outstanding anomaly detection accuracy under few-shot setting
  • Reach SOTA performance on benchmark dataset MVTecAD dataset and BTAD dataset with over 90 percent reduction in training data requirements

Side Projects




GlueGAN: a generative model based on SuperGlue structure

  • Extend MagicLeap’s SuperGlue end-to-end GNN concept for object synthesis to solve synthetic object image generation problem
  • 10% accuracy improvement compared to initial GAN backbone 

Let's play GAN with flows and friends!

  • Generate synthetic object images with multi-label conditions with conditional GAN manner
  • Human faces generation by conditional normalizing flow

2048: by Temporal Difference Learning Approach (RL)

  • Construct TD-learning algorithm and design own n-tuple network to solve 2048 game
  • Reach 98% 2048-tile win rate in 1000 games

The LunarLander: under Deep Q-Network and DDPG manner (RL)

  • Implement DQN and DDPG network to solve LunarLander game problem
  • Thoroughly understand Deep Q-learning, actor-critic mechanism

Real-Time car detection and counting system

  • Retrain YOLOv3 with our own hatchback dataset
  • Reach average accuracy: 99% on both day-light and evening scenarios