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4-6 years
6-10 years
10-15 years
More than 15 years
Taipei City, Taiwan
Avatar of 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
python
tensorflow
keras
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
大氣科學所
Avatar of 李之紘.
Avatar of 李之紘.
Software Engineer @方見科技
2023 ~ Present
Firmware Engineer, Firmware Developer, Embedded Software Engineer
Within one month
李之紘 Leo Li Embedded Software Engineer With over five years of experience in firmware system development, I have acquired an in-depth understanding and familiarity with the operation of CMOS image sensors and register control methods. My capabilities extend to independently maintaining and developing image systems, ensuring their optimal functionality and reliability. In addition to my foundational skills, I possess substantial knowledge and experience in image processing and integration. This specialized expertise enables me to provide professional and innovative solutions in the field of image processing and system development, contributing to the advancement of organizational
C
C++
C#
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
中原大學
電機工程
Avatar of Lewis Chang.
Avatar of Lewis Chang.
Senior Backend Engineer @Appier 沛星互動科技
2022 ~ Present
軟體工程師
Within one month
deliver values to customers. - Coordinated communications among multiple stakeholders (PO, EM, QA, etc.) - Coached junior developers for both onboarding and enhancing code quality. - Introduced typing system by Typescript for better maintainability. - Migrated frontend framework from AngularJS to Angular. Software Engineer • AI4quant MaySepUsed NLP model and image processing help E-Commerce client to eliminate duplicate products. - Assessed NLP models for time series data. - Studied the state-of-the-art DL models like Efficient-Net, Transformer-XL. - Built a mobile app to receive data from various wearable devices via blue-tooth connection for monitoring
Python
Backend Development
Frontend Development
Employed
Not open to opportunities
Full-time
4-6 years
National Central University
Department of Optics and Photonics
Avatar of 林昭源 (Leo Lin).
Avatar of 林昭源 (Leo Lin).
資深經理 @緯創資通
2021 ~ Present
Technical Manager
Within three months
technology. 5. Research MLOPS Technical Senior Manager • Wistron 九月七月 2021 I'm currently leading a group and working on image processing and deep learning, here's a brief introduction: 1. Detecting small objects in High-resolution images: we use deep learning to identify small eggs on High-resolution images: -This project is from a government unit used to quickly screen/count dengue eggs. - The work content includes the design and development of image modules and back-end APIs, as well as Docker. - 10x increase in efficiency (10 mi...
Research
Unsupervised Learning
Computer Science
Employed
Full-time / Interested in working remotely
10-15 years
National Taiwan University of Science and Technology
Master's degree Computer Science and Information Engineering
Avatar of ShengJu Wu(吳昇儒).
Avatar of ShengJu Wu(吳昇儒).
Software Engineer @SoftLeader 松凌科技
2022 ~ Present
Software Engineer / Backend Engineer
Within one month
ShengJu Wu(吳昇儒) Backend Engineer / Software Engineer • New Taipei City,TW • [email protected] Skills Programming Java JavaScript C/C++ Python SQL Web/Framework Spring Boot/SpringFrameWork PostgreSQL, Redis Embedded System SSD development FTL design Professional Skills Computer Vision Image Processing Machine Learning Language Chinese: Native language English: TOEIC CertificateCertificate Fundamentals of Deep Learning for Computer Vision - NVIDIA Deep Learning Institute (2019/6) Work Experience SoftLeader Technology Corp, Software Engineer, Septo now. R&D engineer: 1. Engaged in FileUpload system and ETL for clients. 2.
C++
Python
Image Processing
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan Normal University
Electrical Engineering
Avatar of the user.
Avatar of the user.
Past
台中區域經理 Taichung Regional Manager @知名連鎖團購公司 Group buying company
2021 ~ 2022
情商教練 EQ Coach / 問題終結者 Trouble Terminator
Within six months
Adobe Dreamweaver
Adobe Photoshop
Google Analytics
Unemployed
Full-time / Interested in working remotely
6-10 years
輔仁大學 Fu Jen Catholic University
Chinese Literature
Avatar of Kai-Kai Hsu.
Software engineer
Within one year
Kai-Kai Hsu Software Engineer • Taipei,TW • [email protected] •With 10+ years experience of image processing algorithm development, engaged in the developments of below software features : Filmora, PowerDirector, PhotoDirector, YouCam Perfect (App) and YouCam Makeup (App), mainly involved in the algorithm designings of image processing, computer vision, pattern recognition, machine learning(SVM, regression). Capable of performance tunning (Multithread, SIMD, NEON), cross-platform development, including Window, Mac, Unix, iOS, and Android systems. Skills Programming Development C++ (mainly) Objective C (elementary) iOS development Java, JNI (elementary) Android development Library OpenCV effekseer clapack
C++
Image Processing
Algorithm Design
Employed
Full-time / Interested in working remotely
10-15 years
中央大學
資訊工程
Avatar of the user.
Avatar of the user.
RD-Supervisor @Acer 宏碁
2021 ~ Present
Senior Software Engineer
Within six months
Microsoft Office
C++
C#
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
Nation Taiwan University of Science and Technology
Information Design
Avatar of 蔡政霖.
Avatar of 蔡政霖.
韌體工程師 @國立高雄科技大學 系統晶片設計實驗室
2018 ~ 2022
Within one month
進度。 學校的行政工作, 處理實驗室的設備管理、帳目統計、文件撰寫以及公文處理。 學歷國立高雄科技大學 National Kaohsiung University of Science and Technology 電子工程國立高雄科技大學 National Kaohsiung University of Science and Technology 電子工程 技能 Image Processing Machine Learning System On A Chip System Design Python C++ C Cython VHDL/Verilog FPGA 語言 English — 中階
Image Processing
Machine Learning
System On A Chip
Full-time / Interested in working remotely
4-6 years
國立高雄科技大學 National Kaohsiung University of Science and Technology
電子工程
Avatar of the user.
Avatar of the user.
技術長 @宏麗股份有限公司
2017 ~ Present
軟體工程師
More than one year
IOS
Node.js
AWS
Full-time / Interested in working remotely
6-10 years
國立中央大學
電機工程學系

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Within one month
R&D @ 若水國際股份有限公司
Logo of 若水國際股份有限公司.
若水國際股份有限公司
2021 ~ Present
Professional Background
Current status
Employed
Job Search Progress
Professions
Back-end Engineer, Machine Learning Engineer, Python Developer
Fields of Employment
SaaS / Cloud Services, Software
Work experience
Less than 1 year
Management
None
Skills
Python
Deep Learning
Image Processing
Docker
React
FastAPI
AWS
Git
MySQL
PyTorch
C
Languages
Chinese
Native or Bilingual
English
Intermediate
Job search preferences
Positions
後端工程師
Job types
Full-time
Locations
Taipei, 台灣, 台灣新竹市新竹
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學
Major
生物機電工程學系
Print

 

李韋增

在大學時主修機械系,研究所主修生物機電工程所,是一個對於coding十分有興趣的工程師,對於Python與C兩種程式語言皆有涉略。

研究所專注於利用影像處理及深度學習進行影像分類與物件定位,並曾嘗試開發使用者介面,所以對於前後端的程式編譯也有一些基礎概念。於研究所學習的期間曾參與實習,除了學習資料庫(MySQL/Redis)、Git版本控制及一些AWS相關之服務之外,亦負責架設及維護公司內部影片剪輯之平台。 由於熱愛學習程式語言,故於研究所時期學習資料結構、機器學習、深度學習等相關課程,在課後之餘自學C語言,以及作業系統、計算機組織等課程。

於大學參加過許多系學會主辦的活動並擔任工作人員,從協助活動到統籌營隊的過程中培養團隊合作的能力,於研究所及實習過程中培養獨立作業的實力。除此之外,亦樂於接觸且學習新領域及技能,增廣見聞並不斷的追求自我突破。

Email: [email protected]

Tel: +886 921793143


技能

Programming

  • Python
  • C

Backend

  • AWS S3/EC2
  • MySQL / Redis
  • Celery
  • FastAPI

Frontend

  • React.js

Others

  • Git
  • Linux / Shell Script
  • Docker
  • Pytorch
  • MatLab

工作經歷

R&D

若水國際股份有限公司

2021.05 - 2022.03
Taipei, Taiwan

  • 執行BAU、主要負責撰寫影像處理相關程式。 
  • 以Python操作AWS上之不同服務,例:EC2、S3。
  • 以Python及MySQL操作資料庫。
  • 架設自動剪輯影片平台,節約R&D每週半天之人力資源。

自動剪輯影片平台 

  • 平台負責兩種任務:串接(Concatenation)、剪輯(Trimming)。
  • 以EC2及Redis並利用Broker將jobs分配至不同Celery workers。
  • 以FFmpeg搭配Python及Shell Script自動剪輯、串接影片。
  • Local server接收任務後完成影片剪輯並回報。
  • 將歷史紀錄儲存於RDS,以提供使用者查找。




在學專案

鳳梨幼苗修剪計劃                                                                                                                     2020 – 2022

  • 以SolidWorks設計兩種修剪鳳梨苗之機構。
  • 以SolidWorks Motion模擬兩機構修剪鳳梨苗之結果。
  • 以Ansys Workbench中的Explicit Dynamic進行鳳梨苗修剪過程中的受力分析。

胡瓜病蟲害辨識計劃                                                                                                                 2018 – 2020

  • 利用Faster R-CNN辨識及定位五種胡瓜病害。
  • 模型之平均準確度均值(mAP)達0.88。

學歷

國立台灣大學

碩士學位・生物機電工程學系

2018 - 2022

國立中興大學

工學學士(BEng)・機械工程學系

2014 - 2018

Resume
Profile

 

李韋增

在大學時主修機械系,研究所主修生物機電工程所,是一個對於coding十分有興趣的工程師,對於Python與C兩種程式語言皆有涉略。

研究所專注於利用影像處理及深度學習進行影像分類與物件定位,並曾嘗試開發使用者介面,所以對於前後端的程式編譯也有一些基礎概念。於研究所學習的期間曾參與實習,除了學習資料庫(MySQL/Redis)、Git版本控制及一些AWS相關之服務之外,亦負責架設及維護公司內部影片剪輯之平台。 由於熱愛學習程式語言,故於研究所時期學習資料結構、機器學習、深度學習等相關課程,在課後之餘自學C語言,以及作業系統、計算機組織等課程。

於大學參加過許多系學會主辦的活動並擔任工作人員,從協助活動到統籌營隊的過程中培養團隊合作的能力,於研究所及實習過程中培養獨立作業的實力。除此之外,亦樂於接觸且學習新領域及技能,增廣見聞並不斷的追求自我突破。

Email: [email protected]

Tel: +886 921793143


技能

Programming

  • Python
  • C

Backend

  • AWS S3/EC2
  • MySQL / Redis
  • Celery
  • FastAPI

Frontend

  • React.js

Others

  • Git
  • Linux / Shell Script
  • Docker
  • Pytorch
  • MatLab

工作經歷

R&D

若水國際股份有限公司

2021.05 - 2022.03
Taipei, Taiwan

  • 執行BAU、主要負責撰寫影像處理相關程式。 
  • 以Python操作AWS上之不同服務,例:EC2、S3。
  • 以Python及MySQL操作資料庫。
  • 架設自動剪輯影片平台,節約R&D每週半天之人力資源。

自動剪輯影片平台 

  • 平台負責兩種任務:串接(Concatenation)、剪輯(Trimming)。
  • 以EC2及Redis並利用Broker將jobs分配至不同Celery workers。
  • 以FFmpeg搭配Python及Shell Script自動剪輯、串接影片。
  • Local server接收任務後完成影片剪輯並回報。
  • 將歷史紀錄儲存於RDS,以提供使用者查找。




在學專案

鳳梨幼苗修剪計劃                                                                                                                     2020 – 2022

  • 以SolidWorks設計兩種修剪鳳梨苗之機構。
  • 以SolidWorks Motion模擬兩機構修剪鳳梨苗之結果。
  • 以Ansys Workbench中的Explicit Dynamic進行鳳梨苗修剪過程中的受力分析。

胡瓜病蟲害辨識計劃                                                                                                                 2018 – 2020

  • 利用Faster R-CNN辨識及定位五種胡瓜病害。
  • 模型之平均準確度均值(mAP)達0.88。

學歷

國立台灣大學

碩士學位・生物機電工程學系

2018 - 2022

國立中興大學

工學學士(BEng)・機械工程學系

2014 - 2018