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Taipei, Taiwan
熱衷於開發高品質軟體,喜歡使用技術解決人生中所面對到的問題,例如: 量化投資、人工智慧的應用等。 近期興趣領域為醫療影像人工智慧、 電腦視覺人工智慧。
八月 2022 - Present
Lollipop baby monitor
- Kotlin / MVVM
- Publish app on Google Play Store / Amazon Appstore
- In app purchase implementation
- AI models integration and deployment
- JNI implementation and C library integration
- Custom View
- Room database
- Socket / MQTT / RTSP / RTMP
- CI / CD setup using Jenkins
七月 2020 - 五月 2022
AI Mower
- Coding language: Kotlin
- Architecture: MVVM with Android Jetpack
- BLE protocol
- Custom View: map drawing
- Collaborate with Backend coworkers in Hangzhou, China
AI infrared
- Coding language: Kotlin
- Architecture: MVVM with Android Jetpack
- WiFi communication (TCP / UDP socket)
- Asynchronous framework - Coroutine
- Video streaming
三月 2020 - 六月 2020
Project director of the ophthalmoscope project
- Data collection and cleaning
- Model training and hyperparameter tuning
- Meeting with doctors to discuss how to apply AI technology to clinical diagnosis.
- Feasibility assessment of the nail wall project
一月 2018 - 一月 2020
2018.01 - 2018.12
- Google Machine Learning Crash Course
- Machine Learning / Deep Learning (NTU OCW)
- Quantitative Investment: Automatic stock selection with web crawler combined with stock selection strategy
2019.01 - 2020.02
- Practical Deep Learning for Coders 2019 (fast.ai MOOC)
- Convolutional Neural Networks for Visual Recognition (Stanford university OCW)
- Kaggle Intracranial hemorrhage Prediction
- Kaggle Breast Cancer Prediction (ranked in the top 6%)
九月 2016 - 十二月 2017
Network Access Storage
- Coding Language: Java
- WiFi communication (HTTP)
- Analyze competitors’ products and apps on the market, evaluate the feasibility of app features, and strive to improve product market share
- Improve the design and implementation of existing code, apply object-oriented design principles and design patterns to make code more solid.
- Collaborate across departments with UI/UX designer, PM, Backend, etc.
- Internal Linux server management
七月 2013 - 五月 2016
Blood Glucose Meter
- Coding Language: Java
- Write design documents and regularly review documents with
German customers in order to make our products pass the US
FDA certification
- Develop a well-designed framework for team members in a team
of 10
- Design and refactor modules with Design Patterns
- Collaborate across departments with Architect, PM, QA, etc.
- Code review - Whether the code follow the coding guidelines
- Unit test, trying to make the code coverage reach 100%
2009 - 2013
2004 - 2009
Android APP開發 Java Kotlin OOP Programming Linux Python Machine Learning Deep Learning fast.ai PyTorch IOT application
English — 中階
Taipei, Taiwan
熱衷於開發高品質軟體,喜歡使用技術解決人生中所面對到的問題,例如: 量化投資、人工智慧的應用等。 近期興趣領域為醫療影像人工智慧、 電腦視覺人工智慧。
八月 2022 - Present
Lollipop baby monitor
- Kotlin / MVVM
- Publish app on Google Play Store / Amazon Appstore
- In app purchase implementation
- AI models integration and deployment
- JNI implementation and C library integration
- Custom View
- Room database
- Socket / MQTT / RTSP / RTMP
- CI / CD setup using Jenkins
七月 2020 - 五月 2022
AI Mower
- Coding language: Kotlin
- Architecture: MVVM with Android Jetpack
- BLE protocol
- Custom View: map drawing
- Collaborate with Backend coworkers in Hangzhou, China
AI infrared
- Coding language: Kotlin
- Architecture: MVVM with Android Jetpack
- WiFi communication (TCP / UDP socket)
- Asynchronous framework - Coroutine
- Video streaming
三月 2020 - 六月 2020
Project director of the ophthalmoscope project
- Data collection and cleaning
- Model training and hyperparameter tuning
- Meeting with doctors to discuss how to apply AI technology to clinical diagnosis.
- Feasibility assessment of the nail wall project
一月 2018 - 一月 2020
2018.01 - 2018.12
- Google Machine Learning Crash Course
- Machine Learning / Deep Learning (NTU OCW)
- Quantitative Investment: Automatic stock selection with web crawler combined with stock selection strategy
2019.01 - 2020.02
- Practical Deep Learning for Coders 2019 (fast.ai MOOC)
- Convolutional Neural Networks for Visual Recognition (Stanford university OCW)
- Kaggle Intracranial hemorrhage Prediction
- Kaggle Breast Cancer Prediction (ranked in the top 6%)
九月 2016 - 十二月 2017
Network Access Storage
- Coding Language: Java
- WiFi communication (HTTP)
- Analyze competitors’ products and apps on the market, evaluate the feasibility of app features, and strive to improve product market share
- Improve the design and implementation of existing code, apply object-oriented design principles and design patterns to make code more solid.
- Collaborate across departments with UI/UX designer, PM, Backend, etc.
- Internal Linux server management
七月 2013 - 五月 2016
Blood Glucose Meter
- Coding Language: Java
- Write design documents and regularly review documents with
German customers in order to make our products pass the US
FDA certification
- Develop a well-designed framework for team members in a team
of 10
- Design and refactor modules with Design Patterns
- Collaborate across departments with Architect, PM, QA, etc.
- Code review - Whether the code follow the coding guidelines
- Unit test, trying to make the code coverage reach 100%
2009 - 2013
2004 - 2009
Android APP開發 Java Kotlin OOP Programming Linux Python Machine Learning Deep Learning fast.ai PyTorch IOT application
English — 中階