CakeResume 找人才
進階搜尋
On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
National Taiwan University
Software Engineer @CakeResume2022 ~ 現在
・
Software Engineer
一個月內
systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive
就職中
・
目前沒有興趣尋找新的機會
全職 / 對遠端工作有興趣
10 到 15 年
National Taiwan University
・
Computer Science and Information Engineering
就職中
全職 / 對遠端工作有興趣
4 到 6 年
National Taiwan University
・
Computer Science就職中
・
目前沒有興趣尋找新的機會
全職 / 暫不考慮遠端工作
4 到 6 年
National Taiwan University
・
Economics
離線
離線
CTO @KryptoGO Co., Ltd.2021 ~ 現在
・
AI Software Engineer,Deep learning Engineer
一年內
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), SepJun 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
就職中
・
目前沒有興趣尋找新的機會
全職 / 對遠端工作有興趣
6 到 10 年
National Taiwan University
・
Computer Science and Information Engineering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.