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Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Presente
Software Engineer
En un mes
enabling accurate tracking and analysis of workout routines. Skeleton Detection Motion Classification Body AI: 3D Body Data Analysis Engage in a variety of AI side projects focused on leveraging 3D body data, encompassing tasks such as Body ID Recognition, Body Measurements Prediction, and Body Shape Classification. Mesh Data Processing Body Modulization: SMPL Project Engineer • Acer Inc. JanMay 2021 Working in research and development (RND), I provided demand analysis, conceived system architecture, and developed core technology in AI projects Medical AI: Cancer Cells Detection Designed an image preprocessing algorithm and conducted training and optimization for a cancer cell
Python
AI & Machine Learning
Image Processing
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣大學
生物產業機電工程所
Avatar of the user.
Avatar of the user.
Past
Product Manager @Binance
2022 ~ 2023
Front-end Engineer, Product Manager
En un mes
Product Management
Product Roadmap Planning
Data Analysis
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Chengchi University
Innovation and Intellectual Property Management
Avatar of Tim Barretto.
Avatar of Tim Barretto.
Solutions Architect @BORN Group
2022 ~ Presente
Solutions Architect
En el plazo de dos meses
full CV click here BORN Group , Solutions Architect/Principal Engineer, Dec 2022 ~ Present Independently provided a response to a prospective clients Request for Proposal (RFP) from brief to proof of concept (POC) within two weeks, providing a new solution to manage a high-volume (2.5k/month) image processing through AI-driven categorisation using Python to train a YOLO v8 model combined with Chili Publish. Orchestrated a cross-functional five person team to create a versatile Marketing technology (MarTech) solution, incorporating OpenProject and Chili Publish frameworks, integrating a Next.js architecture with Material-UI components
Implementation
Communications
Collaboration
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
Más de 15 años
Darrick Wood Secondary School
A-Levels
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
2020 ~ Presente
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
En un mes
2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable
Deep learning with TensorFlow
Translational Research
Clinical Research
Empleado
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A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Chiao-Tung University
Ph.D. - Clinical Engineering
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
En un mes
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
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
台灣大學
大氣科學所
Avatar of Wayne Lin.
行銷經理/資深經理
En un mes
擔任產品開發、行銷、策略規劃與新事業開發 行銷經理/資深經理 Taipei,TW [email protected] Education UCLA ANDERSON SCHOOL OF MANAGEMENT M.B.A., Marketing & Strategy, June 2009 Honor: Anderson School Fellowship (merit-based scholarship for top MBA students) NATIONAL TAIWAN UNIVERSITY Taipei, Taiwan M.S. / B.S., Computer Science and Information Engineering, June 2000 / June 1998 Publication: Proceedings of 2001 IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing
Marketing
Business Development
Strategy Development
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
10-15 años
University of California, Los Angeles
M.B.A. (Marketing and Strategy)
Avatar of the user.
Avatar of the user.
Staff Test integration Engineer @OmniVision Technologies, Inc.
2022 ~ Presente
Staff software engineer
En el plazo de dos meses
C++
WPF
C#
Empleado
Abierto a oportunidades
A tiempo completo / No está interesado en trabajar a distancia
6-10 años
NATIONAL CHENG KUNG UNIVERSITY
Computer Science and Information Engineering
Avatar of the user.
Avatar of the user.
Senior Software Engineer @FIH Moblie LTD.
2019 ~ Presente
Android Developer
En un mes
C
C++
Optical Character Recognition
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Chung Cheng University
Computer Science & Information Engineering
Avatar of Emily Ledoux.
Avatar of Emily Ledoux.
Principal @Cascade Data Labs
2016 ~ 2022
Director Data
En el plazo de dos meses
in/emily-ledoux/ Work Experience JanuaryPresent Principal Data Architect Kin + Carta Delivery or Client Lead for over 25 resources, including direct reports, delivery oversight, hours tracking, QBRs, onboarding management, budget ownership and related responsibilities. Cloud Architect, designing Azure and AWS-based infrastructure patterns across ingestion, storage, processing, and reporting layers Trusted leader across sales, recruiting, contract negotiations, delivery, and team leadership pillars Expert on data visualization and analysis best practices and building targeted data aggregates to simplify these processes JulyJanuary 2022 Principal Cascade Data Labs Designed and built end-to-end data pipelines, analysis tools, ML
PowerPoint
Word
Excel
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Pennsylvania
Economics
Avatar of Yi Ling.
Avatar of Yi Ling.
Team Lead @工業技術研究院
2020 ~ Presente
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
En un mes
料庫程式開發 解決系統異常issue JulJun 2015 學歷 國立中正大學 碩士, 資訊工程所 Deep Learning | Machine Learning | Image processing 畢業論文 • 應用自動學習的深度相關性特徵於影像風格分類 平台工具: Matlab, Python, Keras, Tensorflow, OpenCV, Flask 論文發表: Image Style Classification based on Learnt Deep Correlation Features, IEEE Transactions on Multimedia ,Deep Correlation Features for Image Style Classification, ACM In...
C++
Python
Deep Learning
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Chung Cheng University
資訊工程學所

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En un mes
軟體工程師
光寶科技
2022 ~ Presente
Taiwan, 台灣
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
Professions
Software Engineer, Machine Learning Engineer, Big Data Engineer
Fields of Employment
Inteligencia Artificial / Aprendizaje Automático, Big Data (datos masivos), Software
Experiencia laboral
Menos de 1 año
Management
I've had experience in managing 1-5 people
Habilidades
C++
Image Processing
Machine Learning
Hyperspectral Image Processing
Python
Java
Idiomas
English
Intermedio
Japanese
Intermedio
Job search preferences
Posición
Software Engineer
Tipo de trabajo
A tiempo completo
Ubicación
台灣台北市, 台灣新竹市新竹, 台灣台中, 台南市, 台灣
A distancia
Interesado en trabajar a distancia
Freelance
No.
Educación
Escuela
國立中興大學
Mayor
資訊工程
Imprimir


Kai Chun Chang

在台南長大,雖然大家都覺得台南人很熱情,但我好像少了一點。 工作上,可能因為我是家裡的老大,家裡的很多事情都得自己處理,這也培養了我的責任感和獨立解決問題的能力。興趣還蠻廣泛的,空閒的時間少一點時看動畫或打電動,多一點時騎機車出門、做模型或是研究一點新領域的東西。

  Taiwan 

專案

Integrate the Hyperspectral instant recognition platform

Cooperate with Isuzu Optics Crop, using Mask R-CNN to detect the region of fusarium wilt automatically.

License plate recognition

Use techniques of morphology to extract the numbers and alphabet of the license plates and use SVM for recognition. The above is based on c++.

藉由混合式推薦與網路探勘技術以建構微積分相關影音資訊推薦平台

利用爬蟲將微積分相關資訊儲存,計算當中詞的TF-IDF,再將相關之文章推薦給同學們,最後利用同學們的評分去改變文章的排序。

利用色圈定位牙齒角度

在C++的環境下利用openCV等套件將邊緣及原中心計算出後將每個色圈定位,最後算出Homograghy metrix.

Stereo Vision

利用Stereo Camera的影像,計算出深度圖像。

建立反向搜尋表以優化搜尋速度

將資料庫中的詞及文章代號利用Spark整理成反向搜尋表,以此方式解決一些簡單的選擇題。




工作經歷


九月 2022 - Present
Taipei, Taiwan

3A Software Engineer

光寶科技

  • 主要負責Auto Exposure的演算法

九月 2010 - 十二月 2014
Taipei, Taiwan

通訊兵

中華民國國軍

  • 與通訊事務相關

學歷

9月 2020 - 9月 2022

國立中興大學

資訊科學與工程學系

9月 2016 - 7月 2020

南臺科技大學

資訊工程學系

技能


  • Hyperspectral Image Processing
  • Image Processing
  • Machine Learning
  • Linux
  • IoT with Raspberry and MCU esp32
  • Use Spark and Hadoop to solve the search optimization

語言


  • English — 中階
  • Japanese — JLPT N1

Kai Chun Chang 自傳

    我來自台南,家人因為工作繁忙,所以從小養成獨立解決事情的習慣,遇到不懂的事情會先自己研究找出解決方法,其次才是詢問熟悉解決該問題的人,平時休閒時會看動畫、電影或是組模型等,週末時有空時也會出去踏青,有時候會研究一些新的東西,像是新的Deep Learning 技術或是Linux 架構知識等等的。     
    大學就讀南臺科技大學資訊工程系,在學期間成績在系排五名內,拿過三次菁英獎,在學期間學過網路資安、影像處理等領域較為分明的課程,其中在資安的課程中學到弱點掃描、加密方法等,我自己也在網路課程中學習過滲透的課程,在大四時參加過AIS3的前測比賽,大三時有做過大專生研究計畫,主題是利用TF-IDF等技術分析中文詞的相關性。在大四期間我也利用最後大學時光先修了有關機器學習及進階Linux等碩士課程。大學的畢業專題我的內容是利用Raspberry PI 控制 Arduino等其他零件來實現寵物的自動餵食器,當中加入寵物的即時監測。
    碩士於中興大學資工所就讀,研究方向為高光譜影像處理及機器學習等,在大學期間雖然有先修碩士課程,但覺得不折抵學分反而可以學習到更多其他的知識。碩士期間的計畫是針對蝴蝶蘭的高光譜影像進行分析,將matlab  code 轉移到python code 並與廠商整合流水線,當中改善了一些舊的檢測方法,並優化檢測程序。     
    目前網路安全、電腦視覺、影像辨識等主題已經是未來的大方向,再加上這幾個項目我也都相當有興趣,再加上我目前也正在改善產線與影像辨識,不管在整合、影像辨識、網路安全等方面我都會不斷吸收新知。

  Taiwan Province, Taiwan    

Resume
Perfil


Kai Chun Chang

在台南長大,雖然大家都覺得台南人很熱情,但我好像少了一點。 工作上,可能因為我是家裡的老大,家裡的很多事情都得自己處理,這也培養了我的責任感和獨立解決問題的能力。興趣還蠻廣泛的,空閒的時間少一點時看動畫或打電動,多一點時騎機車出門、做模型或是研究一點新領域的東西。

  Taiwan 

專案

Integrate the Hyperspectral instant recognition platform

Cooperate with Isuzu Optics Crop, using Mask R-CNN to detect the region of fusarium wilt automatically.

License plate recognition

Use techniques of morphology to extract the numbers and alphabet of the license plates and use SVM for recognition. The above is based on c++.

藉由混合式推薦與網路探勘技術以建構微積分相關影音資訊推薦平台

利用爬蟲將微積分相關資訊儲存,計算當中詞的TF-IDF,再將相關之文章推薦給同學們,最後利用同學們的評分去改變文章的排序。

利用色圈定位牙齒角度

在C++的環境下利用openCV等套件將邊緣及原中心計算出後將每個色圈定位,最後算出Homograghy metrix.

Stereo Vision

利用Stereo Camera的影像,計算出深度圖像。

建立反向搜尋表以優化搜尋速度

將資料庫中的詞及文章代號利用Spark整理成反向搜尋表,以此方式解決一些簡單的選擇題。




工作經歷


九月 2022 - Present
Taipei, Taiwan

3A Software Engineer

光寶科技

  • 主要負責Auto Exposure的演算法

九月 2010 - 十二月 2014
Taipei, Taiwan

通訊兵

中華民國國軍

  • 與通訊事務相關

學歷

9月 2020 - 9月 2022

國立中興大學

資訊科學與工程學系

9月 2016 - 7月 2020

南臺科技大學

資訊工程學系

技能


  • Hyperspectral Image Processing
  • Image Processing
  • Machine Learning
  • Linux
  • IoT with Raspberry and MCU esp32
  • Use Spark and Hadoop to solve the search optimization

語言


  • English — 中階
  • Japanese — JLPT N1

Kai Chun Chang 自傳

    我來自台南,家人因為工作繁忙,所以從小養成獨立解決事情的習慣,遇到不懂的事情會先自己研究找出解決方法,其次才是詢問熟悉解決該問題的人,平時休閒時會看動畫、電影或是組模型等,週末時有空時也會出去踏青,有時候會研究一些新的東西,像是新的Deep Learning 技術或是Linux 架構知識等等的。     
    大學就讀南臺科技大學資訊工程系,在學期間成績在系排五名內,拿過三次菁英獎,在學期間學過網路資安、影像處理等領域較為分明的課程,其中在資安的課程中學到弱點掃描、加密方法等,我自己也在網路課程中學習過滲透的課程,在大四時參加過AIS3的前測比賽,大三時有做過大專生研究計畫,主題是利用TF-IDF等技術分析中文詞的相關性。在大四期間我也利用最後大學時光先修了有關機器學習及進階Linux等碩士課程。大學的畢業專題我的內容是利用Raspberry PI 控制 Arduino等其他零件來實現寵物的自動餵食器,當中加入寵物的即時監測。
    碩士於中興大學資工所就讀,研究方向為高光譜影像處理及機器學習等,在大學期間雖然有先修碩士課程,但覺得不折抵學分反而可以學習到更多其他的知識。碩士期間的計畫是針對蝴蝶蘭的高光譜影像進行分析,將matlab  code 轉移到python code 並與廠商整合流水線,當中改善了一些舊的檢測方法,並優化檢測程序。     
    目前網路安全、電腦視覺、影像辨識等主題已經是未來的大方向,再加上這幾個項目我也都相當有興趣,再加上我目前也正在改善產線與影像辨識,不管在整合、影像辨識、網路安全等方面我都會不斷吸收新知。

  Taiwan Province, Taiwan