CakeResume
CakeResume Logo
Log In
Sign Up
Build your Network
My Network
Access your personal network connections and manage your contacts.
CakeResume Meet
Expand your professional network by meeting and connecting with other users.
Community
Engage with other users through discussions, forums, and networking events.
Log In
Sign Up

CakeResume Talent Search

Advanced filters
On
Ready to interview
Open to opportunities
Not open to opportunities
Taiwan
台灣
Taipei City, Taiwan
台北市, 台灣
New Taipei City, Taiwan
新北市, 台灣
India
Taipei, Taiwan
United States
Canada
Hanoi, Vietnam
Hà Nội, Việt Nam
Japan
Maharashtra, India
Taichung City, Taiwan
Ukraine
United Kingdom
Vietnam
Việt Nam
भारत
IT
Design
Management / Business
Marketing / Advertising
Bio, Medical
Construction
Engineering
Tech
Distribution
Advertising / Marketing / Agency
Architecture
Consultant / Audit
Education / Training / Recruitment
Health / Social / Environment
Industry
Less than 1 year
1-2 years
2-4 years
4-6 years
6-10 years
10-15 years
More than 15 years
AI Smart Matching
On
National Taipei University of Technology
Soochow University
Tamkang University
University of Calgary
國立台北科技大學
國立臺北科技大學
東吳大學
淡江大學
Azad University
Chaoyang University of Technology
Chung Yuan Christian University
Fu Jen Catholic University
Gajayana University
Jawaharlal Nehru Technological University, Hyderabad
National Central University
National Chi Nan University
National Chung Cheng University
National Formosa University
National Kaohsiung University of Science and Technology
National Tsing Hua University
Northern University of Malaysia
Universitas Gajayana
Universiti Utara Malaysia
University of Belgrade
University of Phoenix
Viva College
Yildiz Technical University
Yıldız Teknik Üniversitesi
Универзитет у Београду
دانشگاه آزاد
Taiwan
台灣
Taipei City, Taiwan
台北市, 台灣
New Taipei City, Taiwan
新北市, 台灣
United States
Canada
Great Britain
India
United Kingdom
Deutschland
Germany
Maharashtra, India
Ukraine
भारत
महाराष्ट्र, भारत
Chandigarh, India
Changhua County, Taiwan
Coos County, Oregon, United States
Full-time
Part-time
PHP
MySQL
JavaScript
Laravel
Magento
WordPress
Python
Vue.js
HTML/CSS
Shopify
No
Yes
1-5 people
5-10 people
10-15 people
15+ people
Within one month
Within two months
Within three months
Within six months
Within one year
More than one year
Backend Developer
Senior Software Engineer
Back-end developer
Business Development, Product Manager, Project Management, Business Operations, Process Design
CTO
Designer
DevOps Engineer, Site Reliability Engineer
Digital Marketing Executive
E-Commerce Developer
Engineer/Manager
Associate’s Degree
Bachelor of Business Administration (BBA)
Bachelor of Engineering (BEng)
Bachelor of Science (BS)
Bachelor’s Degree
Master of Business Administration (MBA)
Master of Science (MS)
Master’s Degree
Non-Degree Program (e.g. Coursera certificate)
Other
Bachelor
Master
2023
2019
2017
2016
2015
2014
2013
2012
2009
2004
Current company
Off
Select all
Upwork
Bluestout
HTC
Beedev Solutions
Chargezen
Foxjab Pvt ltd
Freelance
Omneque
Super Micro Computer, Inc.
Vaulted Oak
Interested in working remotely
Not interested in working remotely
Remote Only
Full-time freelancer
Part-time freelancer
Non-freelancer
English - Fluent
English - Intermediate
Chinese - Native or Bilingual
English - Professional
English - Native or Bilingual
English - Beginner
Chinese - Beginner
Chinese - Intermediate
Hindi - Fluent
Japanese - Native or Bilingual
English
Chinese
French
Spanish
Vietnamese
4-6 years
6-10 years
10-15 years
More than 15 years
  • Exclude read results
  • Show all experiences
Avatar of the user.
Avatar of the user.
Available for paid companies
電商後端工程師、電商主管
Within one month
PHP
CodeIgniter
PHPUnit
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中正大學(National Chung Cheng University)
・
資訊管理
Avatar of Tim Barretto.
Avatar of Tim Barretto.
Tim Barretto
Solutions Architect @BORN Group
・
2022 ~ Present
Solutions Architect
Within two months
Next.js, TypeScript, Node.js Databases : MySQL, PostgreSQL, MongoDB Java : Spring, Maven, Freemarker AI/ML : YOLO, GPT-4, OpenAI, Keras Shell Scripting : Python, Perl, Ruby Web : CSS, HTML, SEO Web Services : SOAP, XML-RPC, REST Version Control : Git, SVN, CVS CI/CD : Jenkins Other : Adobe Commerce (Magento), Adobe App Builder, Adobe Experience Manager (AEM), Adobe Creative Suite Google Tag Manager (GTM) Google Analytics, Dalim, OpenProject, ResourceSpace, Chilli Publish, Mirakl, Shopify, Bloomreach, Amazon Web Services (AWS) Communication : Excellent verbal and written Teamwork : Collaborative approach to achieve team goals Problem-solving : Strong analytical and creative problem-solving abilities
Implementation
Communications
Collaboration
Employed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
Darrick Wood Secondary School
・
A-Levels
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
產品經理(兼專案經理) @震豪網路媒體股份有限公司
・
2022 ~ 2023
PM/產品經理/專案管理
Within two months
Figma
Jira
Asana
Unemployed
・
Ready to interview
Full-time / Remote Only
4-6 years
東吳大學
・
資訊管理
Avatar of irfan putranto.
Avatar of irfan putranto.
irfan putranto
Past
Back End Developer @PT. Mandiri International Technology
・
2023 ~ 2023
Software Engineer / Backend Engineer
Within one month
Microservices architecture - Build Microservice system, SSO system, Telegram Bot Associate Software Engineer • ICUBE by SIRCLO AgustusJuni 2023 | Taipei, Taiwan - Build e-commerce applications for large companies. - Create a rest api system, graphql for order, product, shipping needs Junior Software Engineer • ICUBE by SIRCLO JanuariAgustus 2022 | Taipei, Taiwan Skills: Redis · Magento · GitHub · Elasticsearch · XML · phtml · GraphQL · REST APIs · PHP · Docker Full Stack Engineer • Informent FebruariJanuari 2021 | Taipei, Taiwan - Design and implement an analytical dashboard that integrates with POS systems, providing real-time information on sales, inventory and store performance to business owners. - Optimizing POS application performance through data caching
PHP
Laravel Framework
Codeigniter 3
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Gajayana University
・
Teknologi Informasi
Avatar of Brandt Reed.
Avatar of Brandt Reed.
Brandt Reed
UI Designer
More than one year
all creative workflows for the company. Created wireframes and UI mockups for Drupal based projects. University of Colorado, OctJan 2011 Web Designer & Front-end Developer Designed and developed internal Drupal websites for CU Boulder. Reed Media, SepSep 2009 Owner/Freelance Designer Designed and developed themes for various small business sites. Texas Christian University, JanJul 2007 Alumni Web Services Coordinator Directed and managed all aspects of the TCU Alumni web services department. Skills Design Sketch InVision UXPin Visual Website Optimizer Adobe Illustrator Adobe Photoshop Code HTML CSS/SASS JS Platforms Drupal Wordpress Magento SquareSpace
Sketch
Adobe Photoshop
Adobe Illustrator
Ready to interview
Full-time / Interested in working remotely
10-15 years
Texas Christian University
・
Electronic Business
Avatar of Nguyễn Bảo Hoàng.
Avatar of Nguyễn Bảo Hoàng.
Nguyễn Bảo Hoàng
Past
Digital Marketing Executive @LitExtension - #1 Shopping Cart Migration Expert
・
2022 ~ 2024
Digital Marketing Executive
Within one month
Tiên phong trong sáng tạo nội dung, cung cấp các bài đăng blog hấp dẫn để thu hút lượng truy cập. • Đào tạo và quản lý một nhóm thực tập sinh và chuyên viên content với hiệu suất cao. • Làm Marketing Leader, quản lý tất cả sản phẩm Magento 2, thực hiện và tối ưu hóa chiến lược marketing. Chuyên viên SEO • BSS Group ThángTháng• Lên kế hoạch chiến lược SEO toàn diện on-page và off-page, bao gồm guest post, link buiding và forum seeding để tăng thứ hạng tìm kiếm. • Lên ý tưởng
Ahrefs
Google Search Console
Google Analytics
Unemployed
・
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
VietMoz Academy
・
SEO
Avatar of 張家睿, Ray.
Avatar of 張家睿, Ray.
張家睿, Ray
Sr. Engineer @HTC Corporation
・
2020 ~ Present
DevOps Engineer, Site Reliability Engineer
Within two months
Web2Py framework) to AWS Lambda API, reduce maintenance burden. Create a status website so that the company can view K8 and Service status at any time. Tuning Nginx & php-fpm performance. CI/CD Optimize Dockerfile and speed up the deployment process. e.g. Magento CI from 1 hour to 8 minutes. Integrate Azure DevOps, email and Jira to ensure that a deploy process is following audit policies. Guiding developers to containerize applications and create their pipeline. Implement ArgoCD to manage AP across multiple clusters, solving the sync status issues when
PHP
MySQL
Laravel Framework
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
機械
Avatar of the user.
Avatar of the user.
Available for paid companies
Backend Developer
Within two months
PHP
Laravel
JavaScript
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
致理科技大學
・
程式設計
Avatar of 陳松頡/Center.
Offline
Avatar of 陳松頡/Center.
Offline
陳松頡/Center
高級軟體工程師 @瀚宇彩晶股份有限公司
・
2022 ~ Present
Within three months
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
Python
Vue.js
Node.js / Express.js
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺中科技大學National Taichung University of Science and Technology.
・
資訊工程系-碩士
3,000+
Avatar of Chen Chih Chi.
Avatar of Chen Chih Chi.
Chen Chih Chi
Web Developer @Super Micro Computer, Inc.
・
2022 ~ Present
Back-end Developer
Within two months
陳智琦 Vito Chen [email protected]經歷 哇哇科技股份有限公司(WOWWOW.Inc年以上 全端網頁工程師 1年以上 專案經理 “ 自我要求突破自己，樂於 研究觀察與人 分享 ” 學歷 Education 碩士 Master 國立暨南國際大學 (National Chi Nan University~學士 Bachelor 國立暨南國際大學 (National Chi Nan University~畢業論文 〈運用
PHP
Laravel
JavaScript
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立暨南國際大學(National Chi Nan University)
・
Computer Science Information Engineering

The Most Lightweight and Effective Recruiting Plan

Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.

  • Browse all search results
  • Unlimited access to start new conversations
  • Resumes accessible for only paid companies
  • View users’ email address & phone numbers
Upgrade Now
7-day money-back guarantee, cancel anytime
12345
Search Tips
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
Only public resumes are available with the free plan.
Upgrade to an advanced plan to view all search results including tens of thousands of resumes exclusive on CakeResume.
Upgrade Now

Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Within three months
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