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Avatar of Hans Chen.
Avatar of Hans Chen.
Hans Chen
FAE @Teradyne Inc.
・
2022 ~ Present
Engineer
Within three months
and SMBIOS, etc… BIOS setup customization Customized BIOS tool develop and maintain Customized tool to adjust BIOS setup options Server BIOS project GCC Customization (code modification from MSVC compile environment to GCC compatible): MASM assembly rewrite to AT&T Complier flag modification for GCC ACPI ASL code modification for GCC Make file re-write Internal Tool (Python) development and maintaining Study and import open source and Intel tools Cscripts 學歷 National Taichung University of Education Bachelor of Computer Science Master of Computer Science技能 C Python Java Firmware Development Assembling Excel 語言 English — affluent Chinese — Native Language
C
Python
Java
Employed
Full-time / Interested in working remotely
4-6 years
國立台中教育大學
・
資訊工程
Avatar of the user.
Avatar of the user.
Available for paid companies
UI/UX Designer @Funpodium
・
2019 ~ 2022
Senior UI/UX Designer
Within one year
UX Design
UI Design
Problem Solving
Employed
Full-time / Interested in working remotely
6-10 years
National Taichung University of Education
・
Department of Creative Design an Management
Avatar of 黃冠霖.
Avatar of 黃冠霖.
黃冠霖
Senior Web Frontend Developer @Gemini Data
・
2021 ~ Present
Senior Web Developer
Within two months
GraphQL backend noema.io, Web Frontend Developer, Apr 2016 ~ JulDevelop B2B and B2C React app with Redux and redux-thunk - Use Promise and Redux thunk actions to form composable business logics 永豐商店, Web Frontend Programmer, Feb 2015 ~ JanDevelop 2 React website in Flux architecture with alt library - Understand Promise/A+ spec ChineseCUBES, Web Programmer, Aug 2014 ~ JanDevelop tools to build React app for fixed-layout EPUB3 books Education National Taichung University of Education, Bachelor's Degree, Digital Content and Technology, 2005 ~ 2010 National Cheng Kung University, Unfinished B.S., CSIE, 2003 ~ 2004
TypeScript
CSS
HTML
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺中教育大學
・
數位內容科技
Avatar of 廖昱程.
Avatar of 廖昱程.
廖昱程
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司
・
2022 ~ Present
Within two months
end system, and pre-alert system for the new product. •Drove analysis data and visualize it for the dashboard and backstage management system for insight and impact. Covino Farms, Deputy Team Leader, Nov 2015 ~ Sep 2017 •Fixing the relationship with customers and ledmembers to finish daily orders. National Taichung University of Education, Research Assistant, May 2014 ~ Dec 2014 •Project: Using Motivation Approach to Enhance Low Achievers Science Learning Motivation and Thinking Ability. •Responsible for data processing, statistical analysis, and to write academic reports. Education 國立中央大學, 科學碩士（MS
nlp machine learning
+python
AI & Machine Learning
Employed
Full-time
4-6 years
國立中央大學
・
認知與神經科學所
Avatar of 魏維正 Wei-Zheng,Wei.
Avatar of 魏維正 Wei-Zheng,Wei.
魏維正 Wei-Zheng,Wei
Backend Tech Lead @GoGoX
・
2024 ~ Present
Software Engineer
Within one month
vendors to implement an Anti-Money Laundering (AML) system. OK超商(來來超商股份有限公司), IT Specialist, Dec 2016 ~ JulMaintained and developed multiple systems, including ERP, HR, electronic ordering, and POS, using Delphi, ASP, VB.NET, MS SQL, and MySQL. Education National Taichung University of Science and Technology., 學士學位, Computer Science and Information Engineering, 2011 ~ 2015 Junior and Senior - Average Top 5~10 in class - Taiwan Entrepreneurial Competition Best Prize (103年「創新、創業、商品化─崢嶸棟樑」競賽
Laravel
PHP
MySQL / Mariadb
Employed
Full-time / Remote Only
6-10 years
National Taichung University of Science and Technology.
・
Computer Science and Information Engineering
Avatar of Rosa Chen.
Avatar of Rosa Chen.
Rosa Chen
Marketing Assistant @Co., Ltd Ninapharm Japon
・
2019 ~ Present
marketing
Within one month
amounts. Team Leader of Customer Service Life Academy MayFeb 2018 Taipei, Taiwan Leader of the 6-person team. OJT trainer. Event Planner for Domestic and Overseas. Maintaining a marketing database. Greeting customers, responding to questions, improving engagement with merchandise and providing outstanding customer service. EducationTaichung, Taiwan) National Taichung University of Science and Technology. Department of Japanese studiesKaohsiung, Taiwan) Wenzao Ursuline University of Languages Department of German Skills Word PowerPoint Excel Communication Skills Ability To Work Under Pressure Time Management Project Completion Project Planning Adaptability Languages Chinese — Native Japanese — Professional English — Conversational German — Basic
Word
PowerPoint
Excel
Employed
Full-time / Remote Only
6-10 years
國立臺中科技大學National Taichung University of Science and Technology.
・
Department of Japanese studies
Avatar of Liu Yi Chun.
Avatar of Liu Yi Chun.
Liu Yi Chun
Frontend Engineer @Authme
・
2021 ~ Present
前端工程師 Front-End Developer
More than one year
a medical information portal, and building a financial analysis dashboard. He is experienced in Angular structure, implementing useful templates, setting unit and e2e tests to projects, and performance optimization. He is ambitious and passionate about Angular development and spends his free time studying and improving his skills. Taichung City, Taiwan Education SepJun 2017 National Taichung University of Science and Technology. Department of Information Science and Management Systems Skill Tech Stack Angular HTML CSS / SCSS JavaScript TypeScript Git Cypress Work Experience Frontend Engineer • Authme NovPresent Tech Stack: Angular, TypeScript, SCSS, Cypress, SPA, Scrum Maintain an identity
Angular
TypeScript
JavaScript
Employed
Full-time / Interested in working remotely
4-6 years
National Taichung University of Science and Technology .
・
Department of Information Science and Management Systems
Avatar of Gary Tai.
Avatar of Gary Tai.
Gary Tai
Regional CEO/CSO @Bellman & Symfon
・
2017 ~ Present
Within two months
Mall, JD, amazon, Shoppe and Lazada Business. • Building Creative, Enhancing and High-Performing Teams for e-Commerce, Government, Commercial Market. • Brand Marketing, Core Value and Positioning. • Strong Distributor/System Integrator/Reseller Development and Management Skill in Asia Pacific and China. • Experienced with Government/Education Project and Tender Process and Procedure. • SaaS Solution Selling Experienced in 3A Hospital and Local Clinic. • Well manage business included B2B (SI/Distributor/Agent/Gov) and NBD (Online/New Country/Channel). • Rich experience in Gov Tender and Commercial Market, Achieved 250
Word
PowerPoint
Excel
Employed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
National Taichung University of Science of Technology
・
Business Administration
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Operations manager @Charis Company Ltd.
・
2023 ~ 2023
工業工程師
Within two months
Planning and Implementation
New Product Development
Green Manufacturing
Unemployed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
國立臺中科技大學National Taichung University of Science and Technology.
・
資訊管理
Avatar of the user.
Avatar of the user.
Available for paid companies
Software developer @RTLawrence Co.
・
2021 ~ Present
Senior Software Engineer
Within two months
C#.NET development
MVC Architecture
WebAPI
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
國立雲林科技大學
・
資訊管理

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Technical Skills
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Avatar of 陳松頡/Center.
陳松頡/Center
高級軟體工程師
Logo of 瀚宇彩晶股份有限公司.
瀚宇彩晶股份有限公司
・
2022 ~ Present
台灣台北
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Software Engineer, Full Stack Development, Machine Learning Engineer
Fields of Employment
Collaborative Economy, Electronics / Telecommunications
Work experience
6-10 years
Management
I've had experience in managing 1-5 people
Skills
Python
Vue.js
Node.js / Express.js
HTML/CSS
Tensorflow
TensorRT
Deep Learning
Languages
English
・
Fluent
Job search preferences
Positions
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Yes, I'm currently a full-time freelancer
Educations
School
國立臺中科技大學National Taichung University of Science and Technology.
Major
資訊工程系-碩士
Print

陳松頡/Center

高級軟體工程師

6年AI人工智慧落地與AOI自動光學檢測的經驗

具備AOI光學相機選配、AI模型建置/優化、資料清洗/標記、AI 模型訓練/調參以及模型整合至推論平台等一條龍之能力

擁有神經網路跨框架開發的經驗，熟悉Tensorflow/Pytorch 轉 Onnx與TensorRT

熟悉各式AI影像處理Object Detection、Segmetation以及傳統影像處理的方法，尤其擅長瑕疵檢測

具備網站全端開發以及後端串接AI人工智慧的經驗

擁有豐富的AI人工智慧落地之經驗，目標是讓任何無專業知識的使用者可以輕鬆體驗AI人工智慧帶來的便利

-----------------------------------------------------------------------------------------------------------------------------------------------------------------

擁有閱讀最新論文，復刻論文方法以及手刻神經網路的能力

2022 國外研討會 IEEE International Conference on Multimedia Workshop(ICMEW) 論文被接受 

https://ieeexplore.ieee.org/abstract/document/9859266

2022 國際研討會 IEEE International Conference on Consumer Electronics–Taiwan(ICCE-TW) 論文被接受

https://ieeexplore.ieee.org/abstract/document/9869207

技能 / Skills

前端與框架

  • Html (Vue)
  • CSS (Bootstrap)
  • JavaScript
  • C#

後端與框架

  • NodeJS (Express)
  • Python(FastAPI / Flask)
  • PHP(Laravel)
  • C++

 AI 框架

  • Tensorflow
  • Keras
  • Pytorch
  • Onnx
  • TensorRT
  • OpenVINO


其他 

  • Halcon
  • VIDI
  • Google Cloud Plateform
  • AWS
  • Document360
  • 瑕疵檢測
  • 網路爬蟲

工作經驗 / Work Experience

高級軟體工程師

瀚宇彩晶股份有限公司

2022/08 - 至今

1. 智慧光學實驗平台( 全端與演算法開發兼PM )

前端：Html (Vue)

後端：Python (FastAPI + tensorflow)

概述：

以往廠內RD在進行光學實驗時只能透過實際購入材料進行實驗後，透過特定的材料選配(統稱X)經過實驗後得出結果(統稱Y)，過程花費大量研究金費與人力。因此將過往實驗數據進行資料整理與清洗，並且使用AI神經網路的方式將實驗中的XY進行學習，使模型學習資料其中的規律，並且提供一個數位孿生的前端網頁平台供RD操作與實驗，待實驗出滿意的參數與結果後再進行後續的材料請購。

2. 南科數位儀表板( 全端與演算法開發兼PM )

前端：Html (Vue)

後端：NodeJS (Express)

概述：

設計一個戰情儀表板針對各部門不同需求的限度邏輯顯示不同的燈號，將此儀表板呈現在公司走廊各處，使同仁得知目前場內的即時狀況。

3. AKPRPO數位儀表板與機台防護性預測 ( 後端開發兼PM )

前端：Html (Vue)

後端：NodeJS (Express) + Python (FastAPI + tensorflow)

概述：

設計一個UI儀表板針對各廠花費的限度邏輯顯示不同的燈號

設計一個UI儀表板即時顯示廠內生產機台與零組件即時狀況並且顯示燈號

利用過往生產機台的參數以及零組件替換率即時預測機台健康度


4. 數據湖建置Data Lack (Data pipeline)

原始數據：PLM、SAP、Oracle、Note

數據湖：Google Cloud PlateForm

程式語言：Python


5. 電商平台資料串接與部屬 (後端開發)

1. 使用爬蟲爬取特定數據，再將其寫入Document360 (程式語言：Python)

2. 將地端資料寫入Magento (程式語言：php)

3. 設計資料比對演算法，將電商欲上架的資訊進行比對，確認資料無誤後再將其寫入Document360 (程式語言：Python)


軟體工程師

慧穩科技股份有限公司

2019/02 ~ 2022/08 (3.5y)

由於慧穩為接案型公司，欲想了解專案細節請私下聯繫

程式語言：Python (tensorflow) 、 C++ (TensorRT)以及 C#

1. 真假人臉辨識

2. 相似度比對

3. 工安辨識檢測

4. 車牌辨識檢測

5. 高爾夫球自動光學瑕疵檢測系統

6. 鞋帶自動光學瑕疵檢測系統

7. 布料自動光學瑕疵檢測系統

8. 面板氣泡瑕疵檢測系統

9. 偏光板壓傷瑕疵檢測系統

10. IC 石刻量測

助理工程師

旭東機械股份有限公司

2018/01 - 2019/02 (1y1m)

1. AOI 自動光學檢測(使用Halcon)

(1) 面板瑕疵檢測與量測

(2) 晶圓瑕疵檢測與量測


2. AI 實際落地之專案經驗(使用Python)

(1) 自學AI 分類器運用在面板瑕疵檢測專案

(2) 自學 GAN神經網路運用在晶圓瑕疵檢測專案

Side Projects

AI 面板端子壓傷

面掃描瑕疵檢測

訓練：Python + tensorflow

推論：C++ 及 TensorRT

針對面板TFT與CF面進行特定的瑕疵檢測。

在使用TensorRT進行加速與使用RTX3080的情況下，輸入影像大小為2000x1024 pixels時推論速度為100ms，檢出率約為95%。


AI 面板端子壓傷

線掃描瑕疵檢測

推論平台與面掃描相同。

再使用TensorRT進行加速與使用RTX3080的情況下，輸入影像為16000x12000 pixels時推論速度約1.5s，檢出率約88%

個人網站-股市爬蟲與預測

使用Python爬蟲每日至股市證交所撈取資料，並且結合股市Rule Base與自然語言進行AI神經網路模型學習，預測隔日股市漲跌。

個人網站-MLOps

(模型訓練示意圖)

使用者可至本網站將標記好的影像資料進行上傳，再選擇特定的AI神經網路的演算法進行訓練，即可進行AI神經網路學習，在No-Code免寫程式的情況下輕鬆完成資料驗證，並且提供Onnx檔案供使用者做後續的TensorRT/Openvino開發與部屬！

目前演算法支援分類(Classification)、物件檢測(Object Detection)以及物件切割(Segementation)。

個人網站-MLOps

(模型推論示意圖)

使用者除了可至本網站上傳客製化資料進行AI神經網路訓練外，AI神經網路訓練完後亦可進行推論查看模型效果！

學歷 / Education

2020 - 2022

國立臺中科技大學National Taichung University of Science and Technology.

資訊工程系-碩士

2013 - 2017

國立台中科技大學

資訊工程系-學士

Resume
Profile
Print

陳松頡/Center

高級軟體工程師

6年AI人工智慧落地與AOI自動光學檢測的經驗

具備AOI光學相機選配、AI模型建置/優化、資料清洗/標記、AI 模型訓練/調參以及模型整合至推論平台等一條龍之能力

擁有神經網路跨框架開發的經驗，熟悉Tensorflow/Pytorch 轉 Onnx與TensorRT

熟悉各式AI影像處理Object Detection、Segmetation以及傳統影像處理的方法，尤其擅長瑕疵檢測

具備網站全端開發以及後端串接AI人工智慧的經驗

擁有豐富的AI人工智慧落地之經驗，目標是讓任何無專業知識的使用者可以輕鬆體驗AI人工智慧帶來的便利

-----------------------------------------------------------------------------------------------------------------------------------------------------------------

擁有閱讀最新論文，復刻論文方法以及手刻神經網路的能力

2022 國外研討會 IEEE International Conference on Multimedia Workshop(ICMEW) 論文被接受 

https://ieeexplore.ieee.org/abstract/document/9859266

2022 國際研討會 IEEE International Conference on Consumer Electronics–Taiwan(ICCE-TW) 論文被接受

https://ieeexplore.ieee.org/abstract/document/9869207

技能 / Skills

前端與框架

  • Html (Vue)
  • CSS (Bootstrap)
  • JavaScript
  • C#

後端與框架

  • NodeJS (Express)
  • Python(FastAPI / Flask)
  • PHP(Laravel)
  • C++

 AI 框架

  • Tensorflow
  • Keras
  • Pytorch
  • Onnx
  • TensorRT
  • OpenVINO


其他 

  • Halcon
  • VIDI
  • Google Cloud Plateform
  • AWS
  • Document360
  • 瑕疵檢測
  • 網路爬蟲

工作經驗 / Work Experience

高級軟體工程師

瀚宇彩晶股份有限公司

2022/08 - 至今

1. 智慧光學實驗平台( 全端與演算法開發兼PM )

前端：Html (Vue)

後端：Python (FastAPI + tensorflow)

概述：

以往廠內RD在進行光學實驗時只能透過實際購入材料進行實驗後，透過特定的材料選配(統稱X)經過實驗後得出結果(統稱Y)，過程花費大量研究金費與人力。因此將過往實驗數據進行資料整理與清洗，並且使用AI神經網路的方式將實驗中的XY進行學習，使模型學習資料其中的規律，並且提供一個數位孿生的前端網頁平台供RD操作與實驗，待實驗出滿意的參數與結果後再進行後續的材料請購。

2. 南科數位儀表板( 全端與演算法開發兼PM )

前端：Html (Vue)

後端：NodeJS (Express)

概述：

設計一個戰情儀表板針對各部門不同需求的限度邏輯顯示不同的燈號，將此儀表板呈現在公司走廊各處，使同仁得知目前場內的即時狀況。

3. AKPRPO數位儀表板與機台防護性預測 ( 後端開發兼PM )

前端：Html (Vue)

後端：NodeJS (Express) + Python (FastAPI + tensorflow)

概述：

設計一個UI儀表板針對各廠花費的限度邏輯顯示不同的燈號

設計一個UI儀表板即時顯示廠內生產機台與零組件即時狀況並且顯示燈號

利用過往生產機台的參數以及零組件替換率即時預測機台健康度


4. 數據湖建置Data Lack (Data pipeline)

原始數據：PLM、SAP、Oracle、Note

數據湖：Google Cloud PlateForm

程式語言：Python


5. 電商平台資料串接與部屬 (後端開發)

1. 使用爬蟲爬取特定數據，再將其寫入Document360 (程式語言：Python)

2. 將地端資料寫入Magento (程式語言：php)

3. 設計資料比對演算法，將電商欲上架的資訊進行比對，確認資料無誤後再將其寫入Document360 (程式語言：Python)


軟體工程師

慧穩科技股份有限公司

2019/02 ~ 2022/08 (3.5y)

由於慧穩為接案型公司，欲想了解專案細節請私下聯繫

程式語言：Python (tensorflow) 、 C++ (TensorRT)以及 C#

1. 真假人臉辨識

2. 相似度比對

3. 工安辨識檢測

4. 車牌辨識檢測

5. 高爾夫球自動光學瑕疵檢測系統

6. 鞋帶自動光學瑕疵檢測系統

7. 布料自動光學瑕疵檢測系統

8. 面板氣泡瑕疵檢測系統

9. 偏光板壓傷瑕疵檢測系統

10. IC 石刻量測

助理工程師

旭東機械股份有限公司

2018/01 - 2019/02 (1y1m)

1. AOI 自動光學檢測(使用Halcon)

(1) 面板瑕疵檢測與量測

(2) 晶圓瑕疵檢測與量測


2. AI 實際落地之專案經驗(使用Python)

(1) 自學AI 分類器運用在面板瑕疵檢測專案

(2) 自學 GAN神經網路運用在晶圓瑕疵檢測專案

Side Projects

AI 面板端子壓傷

面掃描瑕疵檢測

訓練：Python + tensorflow

推論：C++ 及 TensorRT

針對面板TFT與CF面進行特定的瑕疵檢測。

在使用TensorRT進行加速與使用RTX3080的情況下，輸入影像大小為2000x1024 pixels時推論速度為100ms，檢出率約為95%。


AI 面板端子壓傷

線掃描瑕疵檢測

推論平台與面掃描相同。

再使用TensorRT進行加速與使用RTX3080的情況下，輸入影像為16000x12000 pixels時推論速度約1.5s，檢出率約88%

個人網站-股市爬蟲與預測

使用Python爬蟲每日至股市證交所撈取資料，並且結合股市Rule Base與自然語言進行AI神經網路模型學習，預測隔日股市漲跌。

個人網站-MLOps

(模型訓練示意圖)

使用者可至本網站將標記好的影像資料進行上傳，再選擇特定的AI神經網路的演算法進行訓練，即可進行AI神經網路學習，在No-Code免寫程式的情況下輕鬆完成資料驗證，並且提供Onnx檔案供使用者做後續的TensorRT/Openvino開發與部屬！

目前演算法支援分類(Classification)、物件檢測(Object Detection)以及物件切割(Segementation)。

個人網站-MLOps

(模型推論示意圖)

使用者除了可至本網站上傳客製化資料進行AI神經網路訓練外，AI神經網路訓練完後亦可進行推論查看模型效果！

學歷 / Education

2020 - 2022

國立臺中科技大學National Taichung University of Science and Technology.

資訊工程系-碩士

2013 - 2017

國立台中科技大學

資訊工程系-學士