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國立聯合大學 National United University
電子工程
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博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
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陳勤霖 神經工程博士背景的數據分析師 Ph.D. in Neuroscience from Neuroengineering lab I have 5 years of hands-on experience in image and data analysis with biotechnology innovation projects. Dependable ability in managing collaborative projects to success. Business-driven motivation to apply analytic skills to optimize the product and its development procedure. https://chinlinchen1312.wixsite.com/chin-lin-chen 工作經歷 一月十二月 2023 博士後研究員 洛桑大
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洛桑聯邦理工學院(EPFL)
神經科學
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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
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Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
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4-6 years
國立台灣大學
生物產業機電工程所
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經理 @鴻博資訊有限公司
2015 ~ Present
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
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Wang Wen Shang Tainan City, Taiwan || [email protected] Work Experience Manager • Winerva Software Technology Co., Ltd. 四月Present | Taipei, Taiwan Visual Inspection Product Development Product Introduction ∶ https://www.winerva.com/portfolio Project Introduction ∶ https://drive.google.com/drive/folders/1bWVlaIMSOkZJ60wfYuyBcnz1adehqsyo?usp=drive_link Computer Vision Software Engineer • Weijun Precision Machinery Co., Ltd. 十一月三月 2015 | Taipei, Taiwan Product∶ Screw AOI Isnpection System Project Deputy Manager • Genesis Technology ,Inc. 七月一月 2010 | Taipei, Taiwan Product
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10-15 years
崑工科技大學
電子工程
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AI Engineer @Playsee
2022 ~ Present
資料分析師、資料科學家、產品經理
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李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片
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National Cheng Kung University
心理所(認知科學所)
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Web Team Lead @Canner (易開科技)
2023 ~ 2024
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國立臺北科技大學
資訊工程研究所
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Senior Machine Learning Engineer @CoolSo
2020 ~ Present
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
Within one month
Windows. Digital Marketing and Advertisement (Volunteer) - Drove brand awareness and reach through digital channels - Created and managed posts on Facebook, LinkedIn, Instagram - Filmed and edited YouTube videos showcasing CoolSo's capabilities JulyPresent Chief Technology Officer / Artificial Intelligence Engineer • Checkitout Technology Checkitout's smartphone solution employed machine learning and computer vision for efficient counterfeit detection, safeguarding customer interests Leadership and Strategic Contributions - Founded and led a dynamic engineering team to develop counterfeit detection solutions, successfully showcased the prototype to customers within 3 months - Engaged with customers and investors to secure key partnerships and funding, secured $600,000 USD angel
數位IC設計
python
Verification
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4-6 years
University of California, Berkeley
Business/Commerce, General
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Blockchain Enginner & AI Lead @Portal Network
Blockchain engineer & Blockchain consulting
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Johnny Hsieh Department of Life Science, Tunghai University [email protected] • Taipei, Taiwan I am a seasoned data scientist with over 8 years of experience specializing in the application of deep learning techniques to solve real-world challenges. In 2016, I co-founded PxTag Co., a company dedicated to utilizing computer vision technology to enhance Instagram branding efforts. My role expanded as I took on the position of AI Director at a fintech startup, responsible for designing and implementing a machine learning system that evaluates customer ratings based on personal and market financial data.
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blockchain development
Docker
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4-6 years
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Technical Manager @Ambarella Inc.
2014 ~ Present
Within one month
Hulk Technical manager (Staff Engineer Hsinchu City, Taiwan I have more than 16 years of experience in firmware development, and my work includes 3A/IQ algorithm, camera product, DSP/ISP pipeline, automotive, computer vision, system performance optimization and integration. As an engineer, you must constantly accumulate your own skills, and expect yourself to grow in every project and every job. [email protected] [email protected] Have more than 16 years of experience in technical manager, project management, mentoring and assigning tasks to engineers, leading firmware engineers to
Employed
Full-time
10-15 years
元智大學 Yuan Ze University
computer science
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Java Backend Engineer @Fenice Tech
2020 ~ Present
Senior Engineer
Within one month
Java
Python
MySQL
Employed
Full-time / Remote Only
6-10 years
National Kaohsiung University of Applied Sciences
Industrial Engineering

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Technical manager
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Ambarella Inc.
2014 ~ Present
Hsinchu, Hsinchu City, Taiwan
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元智大學 Yuan Ze University
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computer science
Print

Hulk 

Technical manager (Staff Engineer

  Hsinchu City, Taiwan

I have more than 16 years of experience in firmware development, and my work includes  3A/IQ algorithm, camera product, DSP/ISP pipeline, automotive, computer vision, system performance optimization and integration. As an engineer, you must constantly accumulate your own skills, and expect yourself to grow in every project and every job.

 

[email protected]

[email protected]

0921-120651

Summary 

  • Have more than 16 years of experience in technical manager, project management, mentoring and assigning tasks to engineers, leading firmware engineers to development for AI chips, ADAS/Camera, Computer vision/HW accelerator (Products: ADAS, Drone, Sport Cam, IP camera, Surveillance). 
  • Familiar with project management, software development for middleware, driver, algorithm, and tool.
  • DSP/ISP driver, system performance optimization and integration 3rd party feature,IQ/3A algorithm experience.
  • Design and implementation of SDK framework with different teams.
  • Design in-house software toolkit for Customer/QA quality improvement.
  • Contact window with US, Europe tier1 clients and has good cross-nation communication with US, Europe coworkers.
  • On-site support customer to analyze and solve issues.
  • Technical PM experience to discuss and face to face with customers for spec and bug issues.
  • BSP - Board setup, toolchain and build systems.
  • Drivers porting experience, I2C, SPI.
  • Multi-Thread OS, cross compiler and tool chain troubleshooting.
  • ISO26262, ASPICE, MisraC experience.

Experience

Technical Manager  •  Ambarella Inc.

May 2014 - Present

Technical Manager 

  • Cross-nation communication as a Technical Manager and Contact window with US, Europe (German, Italian) tier-1 clients and to support customers' requirements
  • project management, mentoring and assigning tasks to engineers, leading firmware engineers to deliver projects on time

Staff Engineer
ADAS/Vision/Radar

(1) Surround reconstruction algorithm design.

(2) 2D/3D/Object Detection, Object Mask neural network post processing algorithm design.

(3) Integrate Radar/vision fusion, multi-sensor fusion

(4) ADAS demo cars built for customers, including debugging, testing and data analysis

(5) Feature matching algorithm design

(6) Radar and camera calibration algorithm design

(7) Algorithm optimization (OpenGL/OpenCL, vector processor/accelerator)



ISP/IQ/DSP

(1) Bring up Chip, verify and maintain image DSP pipeline on SoC (RAW/YUV/CFA domain).

(2) Develop still/video pipelines with DSP driver and user-level Application.

(3) Assist in lens and sensor calibration. (Warp, Bad Pixel, Vignette, Chroma Aberration)

(4) support IQ tuning and IQ verification tool design

(5) EIS driver porting.

(6) Interface with various teams in the organization for data collection and productization of solutions

(7) Integrate SDK to pass Misra C and ISO 26262

(8) AVM / E-mirror surround view, automotive project

(9) Consumer product development: Sport Cam, Card DV, IP Camera, and Drone project. (Especially in Gopro/DJI



Computer vision/HW accelerator

(1) Customer CNN model porting at Amba platform

(2) System application integration

(3) Optimize algorithm performance by ARM NEON.

(4) Use HW vector processor to accelerate computer vision algorithm performance.

(5) Design automated tools to evaluate the accuracy and performance of NN algorithms

(6) Auto Testing and verification tool developed

(7)Parallel processing operations using GPU CUDA

(8)Evaluate the throughput of each HW block 

(9)Run RTL simulation to evalute the system performance


Senior Engineer  •  佳能企業股份有限公司 Ability Enterprise Co. Ltd.

May 2011 - May 2014

The 3A IQ Leader of the project.

(1). Auto Focus and Continuing Focus algorithm design

(2). VR, OIS(Stepping motor, VCM),algorithm design (with Gyro sensor, ROHM)

(3). Preview and Capture special efficacy algorithm design (YUV domain)

(4). Lens Motor IC driver porting (ex: Renesas, Princeton, GMT)

(5). Sensor driver timing measure

(6). IQ tuning with lens shading, lens distortion, contrast, sharpness

(7). AE, AWB, customer spec Implement

Senior Engineer  •  iCatch Technology

September 2007 - March 2011

Project Leader engineer
(1) Set up the new project spec and function.

(2) Mainly on communication and coordination, in addition to solving customer issues with the project and assisting the project management products in the overseas market.

(3) Assisted sales representatives ont presentations, proof-of-concept, proposal construction, negotiation, and project execution. 

(4) Contact window for customers, coordinate internal resources and manage project schedule


Sr. Systems engineer

(1) Middleware module development.

(2) Third party co-work and library integration.

(3) Image Pipeline design.

(4) FPGA verify.

(5) From back-end technology to the front end sales skills help the company obtained First ODM in 2009, and Casio two ODM in 2010.

Education

2004 - 2006

元智大學 Yuan Ze University, Master

Computer Science

2000 - 2004

銘傳大學 Ming Chuan University, Master

Computer Science

Skills

User Experience


  • ARM
  • RTOS/QNX/LINUX
  • Embedded system
  • GPU//NEON/Vector processor
  • Tier1 Customer support
  • U.S. working experience
  • OpenGL/OpenCL/OpenCV

Product


  • ADAS
  • Drone
  • Sport Cam
  • IP camera
  • Surveillance
  • Automotive

Language


  • C
  • Python
  • Makefile
  • Shell

Platform


  • Ambarella A12, A9, A(AQ, CV1, CV2, CV22, CV2fs, CV3, 

  • CSR C12
  • iCatch V30, V35, V50
Resume
Profile

Hulk 

Technical manager (Staff Engineer

  Hsinchu City, Taiwan

I have more than 16 years of experience in firmware development, and my work includes  3A/IQ algorithm, camera product, DSP/ISP pipeline, automotive, computer vision, system performance optimization and integration. As an engineer, you must constantly accumulate your own skills, and expect yourself to grow in every project and every job.

 

[email protected]

[email protected]

0921-120651

Summary 

  • Have more than 16 years of experience in technical manager, project management, mentoring and assigning tasks to engineers, leading firmware engineers to development for AI chips, ADAS/Camera, Computer vision/HW accelerator (Products: ADAS, Drone, Sport Cam, IP camera, Surveillance). 
  • Familiar with project management, software development for middleware, driver, algorithm, and tool.
  • DSP/ISP driver, system performance optimization and integration 3rd party feature,IQ/3A algorithm experience.
  • Design and implementation of SDK framework with different teams.
  • Design in-house software toolkit for Customer/QA quality improvement.
  • Contact window with US, Europe tier1 clients and has good cross-nation communication with US, Europe coworkers.
  • On-site support customer to analyze and solve issues.
  • Technical PM experience to discuss and face to face with customers for spec and bug issues.
  • BSP - Board setup, toolchain and build systems.
  • Drivers porting experience, I2C, SPI.
  • Multi-Thread OS, cross compiler and tool chain troubleshooting.
  • ISO26262, ASPICE, MisraC experience.

Experience

Technical Manager  •  Ambarella Inc.

May 2014 - Present

Technical Manager 

  • Cross-nation communication as a Technical Manager and Contact window with US, Europe (German, Italian) tier-1 clients and to support customers' requirements
  • project management, mentoring and assigning tasks to engineers, leading firmware engineers to deliver projects on time

Staff Engineer
ADAS/Vision/Radar

(1) Surround reconstruction algorithm design.

(2) 2D/3D/Object Detection, Object Mask neural network post processing algorithm design.

(3) Integrate Radar/vision fusion, multi-sensor fusion

(4) ADAS demo cars built for customers, including debugging, testing and data analysis

(5) Feature matching algorithm design

(6) Radar and camera calibration algorithm design

(7) Algorithm optimization (OpenGL/OpenCL, vector processor/accelerator)



ISP/IQ/DSP

(1) Bring up Chip, verify and maintain image DSP pipeline on SoC (RAW/YUV/CFA domain).

(2) Develop still/video pipelines with DSP driver and user-level Application.

(3) Assist in lens and sensor calibration. (Warp, Bad Pixel, Vignette, Chroma Aberration)

(4) support IQ tuning and IQ verification tool design

(5) EIS driver porting.

(6) Interface with various teams in the organization for data collection and productization of solutions

(7) Integrate SDK to pass Misra C and ISO 26262

(8) AVM / E-mirror surround view, automotive project

(9) Consumer product development: Sport Cam, Card DV, IP Camera, and Drone project. (Especially in Gopro/DJI



Computer vision/HW accelerator

(1) Customer CNN model porting at Amba platform

(2) System application integration

(3) Optimize algorithm performance by ARM NEON.

(4) Use HW vector processor to accelerate computer vision algorithm performance.

(5) Design automated tools to evaluate the accuracy and performance of NN algorithms

(6) Auto Testing and verification tool developed

(7)Parallel processing operations using GPU CUDA

(8)Evaluate the throughput of each HW block 

(9)Run RTL simulation to evalute the system performance


Senior Engineer  •  佳能企業股份有限公司 Ability Enterprise Co. Ltd.

May 2011 - May 2014

The 3A IQ Leader of the project.

(1). Auto Focus and Continuing Focus algorithm design

(2). VR, OIS(Stepping motor, VCM),algorithm design (with Gyro sensor, ROHM)

(3). Preview and Capture special efficacy algorithm design (YUV domain)

(4). Lens Motor IC driver porting (ex: Renesas, Princeton, GMT)

(5). Sensor driver timing measure

(6). IQ tuning with lens shading, lens distortion, contrast, sharpness

(7). AE, AWB, customer spec Implement

Senior Engineer  •  iCatch Technology

September 2007 - March 2011

Project Leader engineer
(1) Set up the new project spec and function.

(2) Mainly on communication and coordination, in addition to solving customer issues with the project and assisting the project management products in the overseas market.

(3) Assisted sales representatives ont presentations, proof-of-concept, proposal construction, negotiation, and project execution. 

(4) Contact window for customers, coordinate internal resources and manage project schedule


Sr. Systems engineer

(1) Middleware module development.

(2) Third party co-work and library integration.

(3) Image Pipeline design.

(4) FPGA verify.

(5) From back-end technology to the front end sales skills help the company obtained First ODM in 2009, and Casio two ODM in 2010.

Education

2004 - 2006

元智大學 Yuan Ze University, Master

Computer Science

2000 - 2004

銘傳大學 Ming Chuan University, Master

Computer Science

Skills

User Experience


  • ARM
  • RTOS/QNX/LINUX
  • Embedded system
  • GPU//NEON/Vector processor
  • Tier1 Customer support
  • U.S. working experience
  • OpenGL/OpenCL/OpenCV

Product


  • ADAS
  • Drone
  • Sport Cam
  • IP camera
  • Surveillance
  • Automotive

Language


  • C
  • Python
  • Makefile
  • Shell

Platform


  • Ambarella A12, A9, A(AQ, CV1, CV2, CV22, CV2fs, CV3, 

  • CSR C12
  • iCatch V30, V35, V50