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4-6 năm
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Hơn 15 năm
National Taiwan University
Software Engineer @CakeResume2022 ~ Hiện tại
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Software Engineer
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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
Reputation Credits1
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Tắt trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
10-15 năm
National Taiwan University
・
Computer Science and Information Engineering
Senior iOS Developer @LINE Taiwan Limited2020 ~ Hiện tại
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App Team Lead, Senior iOS Developer
Hơn một năm
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National Taiwan University
・
Computer ScienceSoftware Engineer @TSMC 台積電2022 ~ Hiện tại
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Data Scientist
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Tắt trạng thái tìm việc
Full-time / Không quan tâm đến làm việc từ xa
4-6 năm
National Taiwan University
・
Economics
Ngoại tuyến
Ngoại tuyến
CTO @KryptoGO Co., Ltd.2021 ~ Hiện tại
・
AI Software Engineer,Deep learning Engineer
Trong vòng một năm
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
Đã có việc làm
・
Tắt trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
National Taiwan University
・
Computer Science and Information EngineeringKế 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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AI Software Engineer,Deep learning Engineer
Loại hình công việc
Full-time
Địa điểm
Taipei, 台灣
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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.