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4-6 years
6-10 years
10-15 years
More than 15 years
Product Manager @Linker Vision2023 ~ Present
・
PM/產品經理/專案管理
Within one month
relationship maintenance 24 Merchants, 6 IPs. NFT generation and 3D modeling Web 3.0, Metaverse, NFT-related consultant. OctFeb 2021 Project Engineer Acer Studying cutting-edge AI/DL skills to implement on a medical AI project. 92% accuracy on glaucoma CDR detection. Familiar with object detection, segmentation, and classification AI scenario. Good communication skills with doctors' demands and collaboration with colleagues. Patent Disclosure: Ultrasound detect and notify system. (serial number: I學歷 SepJun 2 National Taiwan University of Science and Technology Masters in Electrical Engineering Thesis "Online Data Stream Analytics
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣科技大學 National Taiwan University of Science and Technology
・
電機工程
Team Lead @工業技術研究院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
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
・
資訊工程學所
Engineering Manager @Viscovery 創意引晴股份有限公司2018 ~ Present
・
Within one month
Research Experience Research Assistant, Seppresent Communication and Multimedia Lab (CMLab), NTU Proposed a Convolutional Neural Network (CNN) accurately performing fine-grained classification for surveillance car. The model recovered lost details from low resolution image with hints in crawled web images. Leveraged frame similarity to speed up CNN-based object detection and semantic segmentation models, e.g. FPN, PSPNet, YOLO, Faster-RCNN, and SegNet. Proposed a multimodal CNN achieving high fine-grained classification accuracy. The model was trained with both web images and its tags, and could predict solely with image in future testing phase
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
Electrical Engineering
技術長(CTO) @雅匠科技股份有限公司2019 ~ 2022
・
CTO、Sr.Software Manager、Sr.Software Engineer
Within one month
限公司 Java/ Kotlin/ python/ Flutter/ Docker/ Django/ FastAPI/ MySQL/ AWS/ GCP/ OpenCV - Direct management of about 5 to 8. - Mobile app development about AR, temperature/co2 monitoring, beacon parking-related app, etc. - Computer vision for object detection, hand tracking, hair segmentation, and virtual makeup with python language using OpenCV and other open-source. - The assessment of new technology to import and manage engineers' working flow. - Web API development for mobile or Web, and deploy with Docker container on a cloud server or local
Employed
Full-time / Remote Only
4-6 years
ISU University
・
電機工程學系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
Data engineer @H2 Inc.2021 ~ Present
・
AI engineer, ML engineer, data scientist
Within three months
用 6 種不同 CNN model 搭配 5 種 data augmentation 並且 fine-tune model，達到 93 % Accuracy on validation dataset. Accuracy 達到 93%, 已與醫師合作發表醫學 paper 3. Pathology案件 -建立 two stage segmentation model, stage one segmentation model 達到86% IOU, stage two segmentation model 達到 94% custom dice coefficient 學歷 清華大學 動力機械工程學系技能 Software AWS Airflow Dagster Docker Git Flask Pytorch Tensorflow DVC Languages Python SQL Bash
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
・
動力機械工程學系
Data science lecturer @Ittraining2020 ~ Present
・
Data Scientist 資料科學家_數據分析師
Within one month
Detection: Detect Player Contacts from Sensor and Video Data, 2023/03/03 AIGC (生成式AI): - Bronze medal (solo): (Kaggle) Stable Diffusion - Image to Prompts: Deduce the prompts that generated our "highly detailed, sharp focus, illustration, 3d renders of majestic, epic" images, 2023/05/16 Object detection (目標檢測): - 4th place (solo): (Aidea AI CUP) 肺腺癌病理切片影像之腫瘤氣道擴散偵測競賽 I：運用物體偵測作法於找尋STAS, 2022/06/02
Employed
・
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
・
School of civil engineering (Stochastic & statistical hydrology)Senior Backend Engineer/Machine Learning Engineer @Calyx Inc.2022 ~ Present
・
後端工程師/系統架構師/機器學習工程師
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺灣師範大學
・
地球科學/大氣組Marketing Assistant @Chainmax2016 ~ 2017
・
Marketing Specialist
Within one month
ensuring the timely recording and distribution of clients' rewards. •Drafted, proofread, designed, and distributed both internal and external communications. This included visually compelling Google Display Ads, press releases, engaging blog posts, and posts across multiple social media platforms. •Maximized the use of the CRM system for customer segmentation and targeted marketing. •Coordinated promotional items for prospects and customers, leveraging digital platforms to achieve a wider reach and impact. •Engaged with internal teams to optimize procedures and campaigns that fueled growth marketing initiatives. •Collaborated closely with product and engineering teams to implement strategies aimed at
Employed
・
Open to opportunities
Full-time / Remote Only
6-10 years
William Paterson University of New Jersey
・
Marketing/Marketing Management, General
AI應用工程師 @碁仕科技2018 ~ Present
・
軟體工程師
Within one month
s project has been able to grab a variety of daily necessities, including fried chicken legs and bundled wires (flexible objects). Detecting the defects of industrial products Tensorflow、Segmentation、Unet Cooperate with well-known factories and manufacturers to detect the defects of various items. Traditional algorithms need to design multiple layers of logic and processing for complex images, but general-purpose neural networks can overcome this problem. Design a general-purpose model, so that the model (Segmentation) can be generalized and learned effectively. The objects include 17 kinds of items, such as ti...
Studying
Intern / Interested in working remotely
4-6 years
長榮大學
・
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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.
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Manufacturing
Work experience
6-10 years work experience (4-6 years relevant)
Management
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
Algorithm Engineer
Job types
Full-time
Locations
台灣台北市
Remote
Not interested in working remotely
Freelance
No
Educations
School
National Chin-Yi University of Technology
Major
莊承翰
The devil is in the detail.
Video and Image Algorithm, Deep learning, Software development
Summary
- Over 8 years of experience in deep learning and more than 10 years of experience in computer vision/image processing.
- Capable of independently or collaboratively building AI (image/video) products from scratch with various teams.
- Analyzing, and improving deep learning systems.
Kaggle
- Top 1% ( 16 / 1559 ) Sartorius - Cell Instance Segmentation (2021/12~2021/12)
- Top 4% ( 85 / 2160 ) Human Protein Atlas Image Classification (2018/11~2019/1)
profile
Skills
Software
- C++
- Python
Library / Framework
- OpenCV
- PyTorch
- LibTorch
DL / ML
- Classification / Regression
- One stage / Two stage Object Detection
- Inbalance Data Handle
- Domain Adaptation
- Semi/Self Supervised
- Data Augmentation
- Mislabel Data Detection
- New Class Detection
- Abnormal Detection
Experience
Delta Electronics, Principal Algorithm Engineer, May 2022 ~ Present
[ Primary Job Responsibilities ]
- Development and implementation of DL-related technologies for industrial inspection applications.
- Increase the efficiency of team members across various projects by SOP and tools.
[ Projects ]
- DIP Manufacture Defect Detection (Internal Factory)
- Human replacement rate 50-70% (depending on different product conditions).
- Plastic Fan Defect Detection
[ Concept Verification ]
- Analog Meter Recognition
[ Skill ]
- Deep Learning (Pytorch)
- Transitional CV
- C++ / Python
Delta Electronics, Senior Algorithm Engineer, Jul 2017 ~ May 2022
[ Primary Job Responsibilities ]
- Development and implementation of DL-related technologies for industrial inspection applications.
- Algorithm system development and maintenance.
[ Projects ]
- SMT Manufacture Defect Detection (Internal Factory)
- Human replacement rate 50-70% (depending on different product conditions).
- PCB Ceramic Basic Defect Detection (External Clients)
- Establishment of acceptance standards.
- Human replacement rate 60-80% (depending on different product conditions).
- Adoption of Domain Adaptation-related technologies to reduce data collection and accelerate model deployment time for new products.
- TFT-LCD Defect Detection (Inherited Project) (External Clients)
- Accuracy rate 85-95% (depending on different product lines).
(Improved accuracy rate by 2-8% compared to previous. )
[ Concept Verification ]
- Metal Scratch Detection
- Patent Number: I791970
- Analog Meter Recognition
[ Skill ]
- Deep Learning (Pytorch)
- Transitional CV
- C++ / Python
ADE Technology, Algorithm Engineer, Apr 2016 ~ Jul 2017
[Projects]
- License Plate Recognition System
- Algorithms development
- UI
- Pedestrian Detection
- Algorithms development
- Thermal Image Enhancement
- Transitional CV
- C++ / Python
Genius Vision Digital, Algorithm Engineer, Oct 2014 ~ Feb 2016
[Projects]
- License Plate Algorithms
- People Counting Algorithms
- System Debug and Maintain
- Significantly improve the executive performance of people counting algorithms (Reduce the CPU loading by 50%)
- Transitional CV
- C++
Education
National Chin-Yi University of Technology, 2011 ~ 2013
Master of Computer Science and Information Engineering
National Chin-Yi University of Technology, 2007 ~ 2011
Bachelor of Computer Science and Information Engineering
莊承翰
The devil is in the detail.
Video and Image Algorithm, Deep learning, Software development
Summary
- Over 8 years of experience in deep learning and more than 10 years of experience in computer vision/image processing.
- Capable of independently or collaboratively building AI (image/video) products from scratch with various teams.
- Analyzing, and improving deep learning systems.
Kaggle
- Top 1% ( 16 / 1559 ) Sartorius - Cell Instance Segmentation (2021/12~2021/12)
- Top 4% ( 85 / 2160 ) Human Protein Atlas Image Classification (2018/11~2019/1)
profile
Skills
Software
- C++
- Python
Library / Framework
- OpenCV
- PyTorch
- LibTorch
DL / ML
- Classification / Regression
- One stage / Two stage Object Detection
- Inbalance Data Handle
- Domain Adaptation
- Semi/Self Supervised
- Data Augmentation
- Mislabel Data Detection
- New Class Detection
- Abnormal Detection
Experience
Delta Electronics, Principal Algorithm Engineer, May 2022 ~ Present
[ Primary Job Responsibilities ]
- Development and implementation of DL-related technologies for industrial inspection applications.
- Increase the efficiency of team members across various projects by SOP and tools.
[ Projects ]
- DIP Manufacture Defect Detection (Internal Factory)
- Human replacement rate 50-70% (depending on different product conditions).
- Plastic Fan Defect Detection
[ Concept Verification ]
- Analog Meter Recognition
[ Skill ]
- Deep Learning (Pytorch)
- Transitional CV
- C++ / Python
Delta Electronics, Senior Algorithm Engineer, Jul 2017 ~ May 2022
[ Primary Job Responsibilities ]
- Development and implementation of DL-related technologies for industrial inspection applications.
- Algorithm system development and maintenance.
[ Projects ]
- SMT Manufacture Defect Detection (Internal Factory)
- Human replacement rate 50-70% (depending on different product conditions).
- PCB Ceramic Basic Defect Detection (External Clients)
- Establishment of acceptance standards.
- Human replacement rate 60-80% (depending on different product conditions).
- Adoption of Domain Adaptation-related technologies to reduce data collection and accelerate model deployment time for new products.
- TFT-LCD Defect Detection (Inherited Project) (External Clients)
- Accuracy rate 85-95% (depending on different product lines).
(Improved accuracy rate by 2-8% compared to previous. )
[ Concept Verification ]
- Metal Scratch Detection
- Patent Number: I791970
- Analog Meter Recognition
[ Skill ]
- Deep Learning (Pytorch)
- Transitional CV
- C++ / Python
ADE Technology, Algorithm Engineer, Apr 2016 ~ Jul 2017
[Projects]
- License Plate Recognition System
- Algorithms development
- UI
- Pedestrian Detection
- Algorithms development
- Thermal Image Enhancement
- Transitional CV
- C++ / Python
Genius Vision Digital, Algorithm Engineer, Oct 2014 ~ Feb 2016
[Projects]
- License Plate Algorithms
- People Counting Algorithms
- System Debug and Maintain
- Significantly improve the executive performance of people counting algorithms (Reduce the CPU loading by 50%)
- Transitional CV
- C++
Education
National Chin-Yi University of Technology, 2011 ~ 2013
Master of Computer Science and Information Engineering
National Chin-Yi University of Technology, 2007 ~ 2011
Bachelor of Computer Science and Information Engineering