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Data Engineer @TSMC 台積電2022 ~ Hiện tại
・
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Trong vòng một tháng
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立中央大學 National Central University
・
網路學習科技研究所Past
Career transition @Career Break2024 ~ 2024
・
NLP Engineer / Data Scientist / Machine Learning Engineer
Trong vòng một tháng
Thất nghiệp
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National Chengchi University
・
資訊科學系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
Trong vòng một tháng
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立政治大學（National Chengchi University）
・
資訊科學系
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ Hiện tại
・
Software Engineer
Trong vòng một tháng
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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・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立台灣大學
・
生物產業機電工程所
Ap Microeconomics teacher @VIS@betterworld Lab Experimental High School2021 ~ Hiện tại
・
consultant
Trong vòng một tháng
店品牌的忠誠度分析 社會創新專案 看見別人的苦，對號入座，感同身受，出手去解決！ 憂鬱症專案實作,希望以自然語言處理(NLP)的技術寫出費用極低的行動治療APP，幫助不願意治療也付不出昂貴治療費用的患者 行的安全－身障者專案實作,意圖改
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Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立臺灣師範大學
・
全球策略與經營
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
Trong vòng một tháng
抓取金融新聞，將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體，最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術：NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未
Thất nghiệp
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立臺北科技大學
・
資訊工程
Past
後端工程師 @Canner （易開科技）2023 ~ 2024
・
Senior Backend Engineer
Trong vòng một tháng
產品數據中台，專注於新功能開發、問題排查，並致力於優化團隊的開發流程。參與公司開源專案 accio 的 DSL parser 開發，負責開發 ChatGPT 自然語言獲取數據的 Plugin。 #Node.js #Typescript #Data Modeling #GraphQL 後端工程師 愛酷智能科技 AccuHit AI technology company 九月三月 2023 Taipei, Taiwan 主導團隊升級 PHP
Thất nghiệp
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
東海大學 Tunghai University
・
資訊工程
AI Engineer @Playsee2022 ~ Hiện tại
・
資料分析師、資料科學家、產品經理
Trong vòng một tháng
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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・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National Cheng Kung University
・
心理所（認知科學所）
全端工程師 @中冠資訊股份有限公司2021 ~ Hiện tại
・
網站後端工程師
Trong vòng một tháng
換成文字 清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型 (1) 文本分類：利用RNN與CNN進行文本分類。 (2) Word to vector：文字向量轉化 (3) 文本摘要總結：利
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
清華大學 National Tsing Hua University
・
核子工程 nuclear engineering
系統應用開發課 Senior Engineer @久元電子股份有限公司 Youngtek Electronics Co.2019 ~ Hiện tại
・
資深前端工程師
Trong vòng một tháng
. Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like). Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index. Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results. Optimized the search engine's performance, reducing the search time by 90% and improving the
Đã có việc làm
・
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
中原大學
・
資訊管理學系Kế hoạch tuyển dụng đơn giản và hiệu quả nhất
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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
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6-10 năm
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I've had experience in managing 10-15 nhân viên
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Chinese
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Vị trí
AI Software Engineer,Deep learning Engineer
Loại hình công việc
Full-time
Địa điểm
Taipei, 台灣
Làm việc từ xa
Quan tâm đến làm việc từ xa
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Đúng, tôi là một freelancer nghiệp dư.
Học vấn
Trường học
National Taiwan University
Chuyên ngành
Computer Science and Information Engineering
Harry (Po-Jui) Chen
An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager.
Full-stack Engineer, Data Scientist, Project Manager
Taipei, Taiwan
[email protected]
Education
National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), Sep 2015 - Jun 2019
- Doing research and industrial projects in Shou-de Lin's MSLab for 2 years.
- Research area: Attention model in NLP & Few shot object detection in Computer Vision.
- AI Projects
- ICU admission prediction based on patient's vital sign time series data
- Rank 2 in the final project of SDML (Special Direction on Machine Learning) course
- Rock formation classification and rock features (e.g. permeability) predictions for Formosa Petrochemical Corp.
Work Experience
Skysource Technologies, Taiwan, Oct 2015 - Jan 2020 & May 2020 - Present
Full-stack Engineer, Data Scientist, Project Manager, Business Development
- Bonus System for a top travel retail company in Taiwan (billions of revenue in NTD).
- Project lead & Full-stack development (including ETL and web service) for new features.
- The system shortens the bonus calculation time from two weeks (2 people) to 2-3 days (1 person).
- Track Access System for Aurizon (largest rail freight company in Australia) and Queensland Rail.
- Project lead & Full-stack development for new features.
- The system enables railroad field workers to safely apply for/suspend/release/transfer access to tracks for maintenance, involving complex business process and many sub-systems with high security requirement.
- Illegal food ads detection AI for a law firm in Taiwan.
- Project lead and machine learning/deep learning model development/deployment.
- The system can help food companies know which words/sentences are illegal or suspicious in their ads (e.g. involves medical efficacy), to avoid being fined after the ads is published.
- Realtime CCTV raining detection AI for weather prediction company in Taiwan.
- Project lead and Deep learning model development/deployment.
- The system can notify landfill operators once it's raining near the landfill for them to do necessary process in time.
- IC crack detection AI for a large semiconductor equipment manufacturer in Taiwan.
- Deep learning model development
- Use deep learning model to detect IC crack in the AOI process
- Cross-platform sleep health management app for a healthcare startup in Taiwan
- Project lead & Full-stack development, including cross-platform (Android & iOS) app development, bluetooth integration, CI/CD
- The app can help users understands their sleep qualities precisely and provide customized advises
- AOI software for probe card for a large semiconductor equipment manufacturer in Taiwan.
- Development of algorithm and PoC software
- The PoC software can measure several metrics and detect issues precisely and effectively on probe cards with chromatic confocal sensor
- Business Development
- Engage with companies from various industries to help them plan and introduce AI into their business
Hard Skills
Languages
- C/C++: 5+ years
- C# (.NET): 3+ years
- Python: 5+ years
- Javascript, HTML, CSS: 3+ years
- Swift: <1 year
- Dart: <1 year
Front-end
- React.js, Next.js
- React Native
- Flutter (Android+iOS)
Back-end
- Node.js, Express
- GraphQL, Hasura
- MSSQL, MySQL, PostgreSQL
- SSIS, SSRS
- Firebase
Machine Learning
- Pytorch, Tensorflow
- Scikit-learn
- SVM, XGBoost, Clustering
- Various NLP and CV deep learning models
- Hyperparameter tuning
- Deep learning model quantization
CI/CD
- Jest
- Selenium
- Docker
- Gitlab CI
- Codemagic CI
- Heroku
Others
- Algorithm
- TOEIC 970
Competitions
2019 TMU X MIT (Sana) Hackathon, Third Place
Use Reinforcement Learning to adjust ventilator setting to increase ARDS patients' survival rate
2018 TMU X MIT (Sana) Hackathon, Sixth Place
Predict whether a patient in ICU will have delirium based on vital sign, lab measurement and medication
2015 International Olympiad in Informatics (IOI), Gold Medal
Rank 21/322
2015 Asian Pacific Mathematical Olympiad (APMO), Silver Medal
Rank 48/299
2014 National Problem Solving Contest on Internet (NPSC), Second Place
2014 International Mathematical Olympiad (IMO), Bronze Medal
Rank 163/560
Soft Skills
Communication
- I can provide constructive feedback when I think anything can be improved.
- I'm humble, patient and friendly to people.
Adaptability
- I'm curious about any new things and open-minded.
- I'm self-motivated on working and learning.
Problem Solving
- I'm skilled at critical thinking and logical reasoning.
- I can analyze and solve a problem from multiple perspectives.
Harry (Po-Jui) Chen
An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager.
Full-stack Engineer, Data Scientist, Project Manager
Taipei, Taiwan
[email protected]
Education
National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), Sep 2015 - Jun 2019
- Doing research and industrial projects in Shou-de Lin's MSLab for 2 years.
- Research area: Attention model in NLP & Few shot object detection in Computer Vision.
- AI Projects
- ICU admission prediction based on patient's vital sign time series data
- Rank 2 in the final project of SDML (Special Direction on Machine Learning) course
- Rock formation classification and rock features (e.g. permeability) predictions for Formosa Petrochemical Corp.
Work Experience
Skysource Technologies, Taiwan, Oct 2015 - Jan 2020 & May 2020 - Present
Full-stack Engineer, Data Scientist, Project Manager, Business Development
- Bonus System for a top travel retail company in Taiwan (billions of revenue in NTD).
- Project lead & Full-stack development (including ETL and web service) for new features.
- The system shortens the bonus calculation time from two weeks (2 people) to 2-3 days (1 person).
- Track Access System for Aurizon (largest rail freight company in Australia) and Queensland Rail.
- Project lead & Full-stack development for new features.
- The system enables railroad field workers to safely apply for/suspend/release/transfer access to tracks for maintenance, involving complex business process and many sub-systems with high security requirement.
- Illegal food ads detection AI for a law firm in Taiwan.
- Project lead and machine learning/deep learning model development/deployment.
- The system can help food companies know which words/sentences are illegal or suspicious in their ads (e.g. involves medical efficacy), to avoid being fined after the ads is published.
- Realtime CCTV raining detection AI for weather prediction company in Taiwan.
- Project lead and Deep learning model development/deployment.
- The system can notify landfill operators once it's raining near the landfill for them to do necessary process in time.
- IC crack detection AI for a large semiconductor equipment manufacturer in Taiwan.
- Deep learning model development
- Use deep learning model to detect IC crack in the AOI process
- Cross-platform sleep health management app for a healthcare startup in Taiwan
- Project lead & Full-stack development, including cross-platform (Android & iOS) app development, bluetooth integration, CI/CD
- The app can help users understands their sleep qualities precisely and provide customized advises
- AOI software for probe card for a large semiconductor equipment manufacturer in Taiwan.
- Development of algorithm and PoC software
- The PoC software can measure several metrics and detect issues precisely and effectively on probe cards with chromatic confocal sensor
- Business Development
- Engage with companies from various industries to help them plan and introduce AI into their business
Hard Skills
Languages
- C/C++: 5+ years
- C# (.NET): 3+ years
- Python: 5+ years
- Javascript, HTML, CSS: 3+ years
- Swift: <1 year
- Dart: <1 year
Front-end
- React.js, Next.js
- React Native
- Flutter (Android+iOS)
Back-end
- Node.js, Express
- GraphQL, Hasura
- MSSQL, MySQL, PostgreSQL
- SSIS, SSRS
- Firebase
Machine Learning
- Pytorch, Tensorflow
- Scikit-learn
- SVM, XGBoost, Clustering
- Various NLP and CV deep learning models
- Hyperparameter tuning
- Deep learning model quantization
CI/CD
- Jest
- Selenium
- Docker
- Gitlab CI
- Codemagic CI
- Heroku
Others
- Algorithm
- TOEIC 970
Competitions
2019 TMU X MIT (Sana) Hackathon, Third Place
Use Reinforcement Learning to adjust ventilator setting to increase ARDS patients' survival rate
2018 TMU X MIT (Sana) Hackathon, Sixth Place
Predict whether a patient in ICU will have delirium based on vital sign, lab measurement and medication
2015 International Olympiad in Informatics (IOI), Gold Medal
Rank 21/322
2015 Asian Pacific Mathematical Olympiad (APMO), Silver Medal
Rank 48/299
2014 National Problem Solving Contest on Internet (NPSC), Second Place
2014 International Mathematical Olympiad (IMO), Bronze Medal
Rank 163/560
Soft Skills
Communication
- I can provide constructive feedback when I think anything can be improved.
- I'm humble, patient and friendly to people.
Adaptability
- I'm curious about any new things and open-minded.
- I'm self-motivated on working and learning.
Problem Solving
- I'm skilled at critical thinking and logical reasoning.
- I can analyze and solve a problem from multiple perspectives.