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Past
Service Provider @Taron Solutions Limited2023 ~ 2023
・
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Dans 1 mois
李慕全(MuChuan Li) 畢業於國立臺北科技大學資工所，研究領域為深度學習、電腦視覺、及影像處理。在學期間致力於應用電腦視覺技術解決交通問題，擁有多項產學合作的專案開發經驗，亦在電腦視覺領域中發表過多篇學術論文，主要研究主題包含物
Sans Emploi
・
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立臺北科技大學
・
資訊工程
Computer Vision Engineer @Academia Sinica2015 ~ Présent
・
Computer Vision Engineer
Dans 1 mois
陳昱希 Computer Vision Engineer Yu-Hsi Chen has rich experience in developing computer vision and machine learning algorithms. In his recent work at Academia Sinica, he has focused on using machine learning to solve traditional computer vision and image / video processing problems. His developed NeighborTrack is a state-of-the-art single object tracking system in the field. During his school days, he used verilog on FPGA to implement the 3A system of the camera. website: Yu-hsi Chen (franktpmvu.github.io) Taipei City, Taiwan Yu-hsi Chen (franktpmvu.github
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
6 à 10 ans
LUNGHWA university
・
Master of Science
Machine Learning Software Engineer @AMD2021 ~ Présent
・
Machine Learning Engineer
Dans 2 mois
Employé
Temps plein / Intéressé par le travail à distance
6 à 10 ans
National Chiao Tung University
・
Computer Science
經理 @鴻博資訊有限公司2015 ~ Présent
・
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
Dans 1 mois
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∶ Genesis MES Senior Software Engineer • Tung-I Information Service Co.
Employé
・
Prêt à l'interview
Temps plein / Uniquement Travail à distance
10 à 15 ans
崑工科技大學
・
電子工程Director of software R&D department @Phrozen Inc.2024 ~ Présent
・
Software Engineer
Dans 1 mois
Employé
・
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
6 à 10 ans
Georgia Institute of Technology
・
Doctor of Philosophy in Structural Engineering
Senior Software Test Engineer @台積電2024 ~ Présent
・
軟體工程師/軟韌體工程師/測試工程師
Dans 1 mois
Scan, Mbist, DC Continuity and Shmoo analysis skill. Test time reduction solution, data analysis script develop. Experience in English communication with foreign customers and on-site/remote debugging. Team leading experience from NPI to MP EducationM.S. - National Tsing Hua University Electrical Engineering - Computer vision, Deep learning, Machine learning Master's thesis: Human Key points Detection Based On Effective Lightweight Neural NetworkB.S. - Yuan Ze University Communication Engineering Skill VBA C# Python/PyTorch Matlab Project Digital Image Process - Filter implement Computer Vision - Image Filtering and Hybrid Images、Panorama Stitching Computer
Employé
・
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
National Tsing Hua University
・
Electronic Engineering
AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation2022 ~ Présent
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Software Engineer
Dans 1 mois
Lin Hui Teng AI Software Engineer Computer Vision Algorithm Developer with 5+ years of experience in writing codes and algorithms. Possess passion of machine learning concepts and other related knowledge. Currently focusing on AI + AOI. M.S., National Taiwan University of Science and Technology [email protected] R&D engineer, Cal-Comp Electronics, Dec 2016 ~ Aug 2020 Developed & maintained : Design localized facial ROI for skin detection function. Design emotion detector by using CNN method. Develop face type classifier by using machine learning method including Dlib and decision tree
Employé
・
Ne recherche pas de nouvelles opportunités
Temps plein / Je ne suis pas intéressé par le travail à distance
4 à 6 ans
國立臺灣科技大學 National Taiwan University of Science and Technology
・
醫學工程
AI Engineer @TSMC 台積電2022 ~ Présent
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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
Dans 1 mois
deep learning and computer vision. Graduated from National Taiwan University with Master of Mechanical Engineering. AI/ML Engineer Date of Birth: 1991/8/25 Mobile:E-mail: [email protected] LinkedIn: www.linkedin.com/in/mPROFESSIONAL EXPERIENCE Data Scientist (Computer Vision), TSMC, 2022/4 - Present Super resolution for wafer patch enhancement Computer vision algorithm development. Machine Learning Engineer (Computer Vision), VIVOTEK, 2019//4 Neural Network architecture design and optimization. Computer vision algorithm development. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design
Employé
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立臺灣大學 (National Taiwan University)
・
機械工程研究所Algorithm R&D Engineer @Masterwork Aoitek Tech Corp Ltd., Taipei City, Taiwan2019 ~ 2020
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deep learning/machine learning/computer vision/software engineer
Plus d'1 an
Temps plein / Intéressé par le travail à distance
6 à 10 ans
National Cheng Kung University
・
Department of Industrial Information Management Institute of Information Management
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ Présent
・
Software Engineer
Dans 1 mois
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
Employé
・
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立台灣大學
・
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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.
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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.
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Professions
Fields of Employment
Expérience Professionnelle
2 à 4 ans
Management
Compétences
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Lieu Désiré
Travail à distance
Freelance
Éducation
École
Spécialisation
Chiew Jun Chuan
Data Scientist | Artificial Intelligence Engineer | Deep Learning Enthusiast
Working Experience
Computer Vision Engineer | Algorithm Engineer
Viscovery , 2018/05/02 - Present
A company that providing comprehensive recognition solutions for Smart Retail, Smart E-Commerce, Smart Media, Augmented Reality, Smart Factory and more.
- Smart-checkout solution: a vision base merchandise / bread checkout system that applied to convenience stores, bakery stores, POS vendor, etc.
- object detection & instance segmentation for located foreground objects accurately.
- coarse / fine grained classification for recognize objects accurately.
- metric / representation learning for improve efficiency of new product / unknown product recognition.
- data augmentation & generation for reduce cost of data collection.
Data Scientist | Artificial Intelligence Engineer | Research Assistant
Academia Sinica | Institute of Information Science (IIS) | Data Insights Research Lab (DIRL) | Taiwan AI Academy , 2016/06/27 - 2018/04/30
A lab provided machine learning & deep learning solutions for our business partners.
- Text mining and the prediction model for book sales (with books.com.tw)
- handle more than 80 millions orders, 390,000 books and information, more than 100GB weblogs.
- get a 0.77 F1-score performance in prediction model.
- 「感覺資料都在嘲笑我了。」以博客來為例，看資料科學專案會遇到的困難。
- Exploratory data analysis and the linear model for the KPI of marketing events (with EASYCARD Co., Ltd.)
- handle more than 100 millions data.
- Exploratory data analysis for the passenger boarding behavior on MRT (with EASYCARD Co., Ltd.)
- handle more than 100 millions data.
- Time series classification using deep learning for the prediction market on soccer
- Data mining for the players gambling behavior
- handle more than 6 millions bets and 3,000 matchs soccer events, approximately 100GB of data.
- Exploratory data analysis and the prediction model for the customer satisfaction (with HELLO TAIPEI)
- Text mining and the prediction model for SMS copy design (with Taiwan Mobile Co., Ltd.)
- Churn rate prediction model (with Taiwan Mobile Co., Ltd.)
- handle more than 6 millions users.
- get a 0.81 AUC performance in prediction model.
- Dye selection and concentration prediction model with deep learning (with Everest Textile Co., Ltd.)
- get a 92% top-3 accuracy & 99% top-10 accuracy in selection model.
- get a 0.99 correlation in concentration model.
- Project Theta, the project for the Taiwan industry upgrade with artificial intelligence (with Advantech, Chang Chun Group, Formasa Petrochemical Corporation, etc.)
- Task included automatic optical inspection (AOI) , parameter optimization, predictive maintenance, etc.
Internship
Fortuna Intelligence Co., Ltd. , 2016/03/01 - 2016/06/24
The best digital brokerage firm for self-directed investors. Currently launched the main service: Fugle, a quick and concise securities research space; and facebook messenger bot.
- Automatically record the date of company's investor meetings with web crawler and google calendar API
- Automatically simplified financial information major message
- Stock market data analysis & user behavior analysis
Education
Bachelor of Science, Risk Management and Insurance
National Chengchi University, 2012/09/01 - 2016/06/30
- Major: Actuarial Science and Statistic
Skills
Programming
- Python (familiar in numpy, pandas, flask, etc.)
- Computer Vision (opencv, pycocotools, imgaug, etc.)
- Machine learning (familiar in keras, tensorflow, etc.)
- R (familiar in data.table, ggplot2, etc.)
- Working Environment (vim, tmux, docker, git)
Text Mining
- Topic model
- Word Embedding (familiar in gensim, text2vec, etc.)
Data Analysis & Machine Learning
- Exploratory data analysis & data mining
- Statistical analysis & simulation
- Feature engineering
- Prediction modeling (familiar in XGBoost, LASSO, etc.)
Deep Learning
- Metric learning (image embedding) / representation learning
- Component selection optimization (multilabel classification)
- Time series, text classification with convolutional neural network and recurrent neural network
- Predictive maintenance & anomaly detection with deep neural network
- Image (defect) classification with convolutional neural network
Chiew Jun Chuan
Data Scientist | Artificial Intelligence Engineer | Deep Learning Enthusiast
Working Experience
Computer Vision Engineer | Algorithm Engineer
Viscovery , 2018/05/02 - Present
A company that providing comprehensive recognition solutions for Smart Retail, Smart E-Commerce, Smart Media, Augmented Reality, Smart Factory and more.
- Smart-checkout solution: a vision base merchandise / bread checkout system that applied to convenience stores, bakery stores, POS vendor, etc.
- object detection & instance segmentation for located foreground objects accurately.
- coarse / fine grained classification for recognize objects accurately.
- metric / representation learning for improve efficiency of new product / unknown product recognition.
- data augmentation & generation for reduce cost of data collection.
Data Scientist | Artificial Intelligence Engineer | Research Assistant
Academia Sinica | Institute of Information Science (IIS) | Data Insights Research Lab (DIRL) | Taiwan AI Academy , 2016/06/27 - 2018/04/30
A lab provided machine learning & deep learning solutions for our business partners.
- Text mining and the prediction model for book sales (with books.com.tw)
- handle more than 80 millions orders, 390,000 books and information, more than 100GB weblogs.
- get a 0.77 F1-score performance in prediction model.
- 「感覺資料都在嘲笑我了。」以博客來為例，看資料科學專案會遇到的困難。
- Exploratory data analysis and the linear model for the KPI of marketing events (with EASYCARD Co., Ltd.)
- handle more than 100 millions data.
- Exploratory data analysis for the passenger boarding behavior on MRT (with EASYCARD Co., Ltd.)
- handle more than 100 millions data.
- Time series classification using deep learning for the prediction market on soccer
- Data mining for the players gambling behavior
- handle more than 6 millions bets and 3,000 matchs soccer events, approximately 100GB of data.
- Exploratory data analysis and the prediction model for the customer satisfaction (with HELLO TAIPEI)
- Text mining and the prediction model for SMS copy design (with Taiwan Mobile Co., Ltd.)
- Churn rate prediction model (with Taiwan Mobile Co., Ltd.)
- handle more than 6 millions users.
- get a 0.81 AUC performance in prediction model.
- Dye selection and concentration prediction model with deep learning (with Everest Textile Co., Ltd.)
- get a 92% top-3 accuracy & 99% top-10 accuracy in selection model.
- get a 0.99 correlation in concentration model.
- Project Theta, the project for the Taiwan industry upgrade with artificial intelligence (with Advantech, Chang Chun Group, Formasa Petrochemical Corporation, etc.)
- Task included automatic optical inspection (AOI) , parameter optimization, predictive maintenance, etc.
Internship
Fortuna Intelligence Co., Ltd. , 2016/03/01 - 2016/06/24
The best digital brokerage firm for self-directed investors. Currently launched the main service: Fugle, a quick and concise securities research space; and facebook messenger bot.
- Automatically record the date of company's investor meetings with web crawler and google calendar API
- Automatically simplified financial information major message
- Stock market data analysis & user behavior analysis
Education
Bachelor of Science, Risk Management and Insurance
National Chengchi University, 2012/09/01 - 2016/06/30
- Major: Actuarial Science and Statistic
Skills
Programming
- Python (familiar in numpy, pandas, flask, etc.)
- Computer Vision (opencv, pycocotools, imgaug, etc.)
- Machine learning (familiar in keras, tensorflow, etc.)
- R (familiar in data.table, ggplot2, etc.)
- Working Environment (vim, tmux, docker, git)
Text Mining
- Topic model
- Word Embedding (familiar in gensim, text2vec, etc.)
Data Analysis & Machine Learning
- Exploratory data analysis & data mining
- Statistical analysis & simulation
- Feature engineering
- Prediction modeling (familiar in XGBoost, LASSO, etc.)
Deep Learning
- Metric learning (image embedding) / representation learning
- Component selection optimization (multilabel classification)
- Time series, text classification with convolutional neural network and recurrent neural network
- Predictive maintenance & anomaly detection with deep neural network
- Image (defect) classification with convolutional neural network