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進階搜尋
On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
國立中央大學 National Central University
・
網路學習科技研究所曾任
Career transition @Career Break2024 ~ 2024
・
NLP Engineer / Data Scientist / Machine Learning Engineer
一個月內
待業中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
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
一個月內
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
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 ~ 現在
・
Software Engineer
一個月內
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
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
國立台灣大學
・
生物產業機電工程所
Ap Microeconomics teacher @VIS@betterworld Lab Experimental High School2021 ~ 現在
・
consultant
一個月內
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
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
國立臺灣師範大學
・
全球策略與經營
曾任
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
一個月內
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
待業中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
國立臺北科技大學
・
資訊工程
曾任
後端工程師 @Canner （易開科技）2023 ~ 2024
・
Senior Backend Engineer
一個月內
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
待業中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
東海大學 Tunghai University
・
資訊工程
AI Engineer @Playsee2022 ~ 現在
・
資料分析師、資料科學家、產品經理
一個月內
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
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
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 ~ 現在
・
網站後端工程師
一個月內
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
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
6 到 10 年
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 ~ 現在
・
資深前端工程師
一個月內
. 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
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
6 到 10 年
中原大學
・
資訊管理學系最輕量、快速的招募方案，數百家企業的選擇
搜尋履歷，主動聯繫求職者，提升招募效率。
- 瀏覽所有搜尋結果
- 每日可無限次數開啟陌生對話
- 搜尋僅開放付費企業檢視的履歷
- 檢視使用者信箱 & 電話
搜尋技巧
1
嘗試搜尋最精準的關鍵字組合
資深 後端 php laravel
2
將須完全符合的字詞放在雙引號中
"社群行銷"
3
在不想搜尋到的字詞前面加上減號，如果想濾掉中文字，需搭配雙引號使用 (-"人資")
UI designer -UX
職場能力評價定義
專業技能
該領域中具備哪些專業能力（例如熟悉 SEO 操作，且會使用相關工具）。
問題解決能力
能洞察、分析問題，並擬定方案有效解決問題。
變通能力
遇到突發事件能冷靜應對，並隨時調整專案、客戶、技術的相對優先序。
溝通能力
有效傳達個人想法，且願意傾聽他人意見並給予反饋。
時間管理能力
了解工作項目的優先順序，有效運用時間，準時完成工作內容。
團隊合作能力
具有向心力與團隊責任感，願意傾聽他人意見並主動溝通協調。
領導力
專注於團隊發展，有效引領團隊採取行動，達成共同目標。
專業背景
目前狀態
就職中
求職階段
目前沒有興趣尋找新的機會
專業
其他
產業
軟體
工作年資
6 到 10 年
管理經歷
我有管理 10～15 人的經驗
技能
語言能力
Chinese
・
母語或雙語
English
・
專業
Japanese
・
初階
求職偏好
希望獲得的職位
AI Software Engineer,Deep learning Engineer
預期工作模式
全職
期望的工作地點
Taipei, 台灣
遠端工作意願
對遠端工作有興趣
接案服務
是，我利用業餘時間接案
學歷
學校
National Taiwan University
主修科系
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.