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On
4-6 years
6-10 years
10-15 years
More than 15 years
Past
Mobile App Developer @Apple Inc.2014 ~ Present
・
Lead Infrastructure Engineer
Within two months
libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python. Created dashboards in Tableau Desktop Professional Edition to visualize complex datasets in an interactive manner. Created custom scripts to automate the extraction, transformation, and loading of Big Data into distributed systems. Utilized Amazon Web Services components such as EMR and S3 buckets for cloud computing
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Past
博士後研究員 @洛桑大學神經發育疾病實驗室2023 ~ 2023
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
神經細胞追蹤分析，與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。 技能 Data Science Data Analysis, Image Analysis, Machine Learning, Deep Learning, Statistical Analysis, Data visualization Programming Python, PyTorch, NumPy, Pandas, Matplotlib, Scikit-Learn, Git, PostgreSQL, Docker Biotechnology Neuroscience, Genetics, Imaging, Scientific Writing Soft skill Project Management, Probelm Solving, Team Player, Proactive Communication 語言 English — 專業 Chinese — 母語或雙語 French — 初階 學歷 洛桑聯邦理工學院(EPFL) 神經
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
・
神經科學
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
Within one month
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn ｜ GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
資訊科學系
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
Within one month
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，輸出未來經濟景氣趨勢階段。 技術：Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
資訊工程
Software Engineer @日月光半導體製造股份有限公司2024 ~ Present
・
後端工程師/軟體工程師
Within one month
端工程師 緯創軟體 五月十月 2023Taipei, Taiwan 【Wafer Data Correlation專案】 比對晶圓同 product 不同批的 lot 或 wafer 間的關聯性 利用Python的 Sanic Framework 建置後端API 透過Pandas處理資料流 規劃 DB Table 間的Constraint和重構效率差之DML語法 【Defect Loader專案】 尋找 wafer 缺陷圖片＆搬運 利用Spring Boot建置 【Docker＆K8s】 1. 上述的專
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
義守大學
・
資訊管理學系
Software Engineering Section Manager @仁寶2023 ~ Present
・
Lead Designer, Senior Consultant, Design Manager
Within one month
Danny_Teng DOMAIN KNOWLEDGE -Smart wearable devices / Smart medicine -Product testing and quality assurance process improvement. -Manufacturing product test program development. -Automatic tool development. -Graphical user interface development. -Robot arm system : ABB, Rotot Studio -Interactive Control : VISA, SCPI, GPIB -Supervised learning: Data Annotation / Data Labeling -Smart manufacturing -DevOps TECHNICALS SKILLS -Python / PyQt / Pandas / Openpyxl / PyVisa / Pywinauto / Crawler / FastAPI -VUE.js / PostgreSQL / Linux / Prestd / Docker / JavaScript -ABB Robot / Robot Studio / RAPID Taipei, Taiwan 工作經歷 Software Engineering Section
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
・
電機系
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)2023 ~ 2023
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
・
Mechanical EngineeringPast
Senior Firmware Engineer @Artesyn Embedded Technologies2019 ~ 2022
・
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
・
Robotics Engineering
Past
經營管理人員 @優亞數位科技股份有限公司2020 ~ 2021
・
軟體開發經理
Within one month
程式語言: Python、NodeJS、C++ 程式管理: Git、GitLab 資料庫: MySQL、MongoDB、ElasticSearch、RabbitMQ、Redis 容器化技術: Docker、K8S 雲端系統: GCP 前端框架: ReactJS、Vue、Wordpress 深度學習套件: Pytorch、 OpenCV、Pandas、Numpy 工作經歷 十二月八月 2021 營運管理者 優亞數位科技股份有限公司 1. Chatbot CRM系統規劃設計與程式開發 2. 業務開發
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立中央大學 National Central University
・
資訊工程學系Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中正大學
・
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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
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Embedded Developer
Fields of Employment
Work experience
10-15 years
Management
I've had experience in managing 5-10 people
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Intermediate
Job search preferences
Positions
Senior Software Engineer
Job types
Full-time
Locations
Taipei, 台灣, New Taipei, 板橋區新北市台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
Tamkang University
Major
Aerospace
Working Experience
Nov 2021 - Now
Software Engineer Google
Jul 2017 - Sep 2021
Senior Software Engineer Flo Technologies, inc.
Embedded Linux
- Familiar with TI am335x, BeagleBone and Yocto
- Integrated mender with u-boot. Initialized hardware at the earlier stage
- Ported lcd driver to u-boot. Familiar with tilcdc driver
- Implemented driver for flow sensor, PT sensor and tri-color leds
- Familiar with Sysvinit, Systemd, dbus
- Implemented HAL, daemons, apps in go and python
- Familiar with mqtt, WebSocket, restful API
- Familiar with RxRust, Asyncio
- Familiar with sqlite ORM. Includes peewee(py), GORM(go)
- Open source project porting
- Ported numpy, scipy, pandas, scikit-learn to yocto
- Ported rust-qt/ritual to yocto
- Investigated and fixed the most complicated issues
MCU · RTOS
- Familiar with esp32, FreeRTOS
- Implemented ulp program which is written in Assembly
- Implemented HAL and framework for easily porting
- Implemented http client and server
Software Development
- Agile Development, Jira, Git Flow with github and gitlab
- CI/CD: Nightly build or trigger a build when the code is changed
Jul 2017 - Sep 2021
Senior Software Engineer Flo Technologies, inc.
Embedded Linux
- Familiar with TI am335x, BeagleBone and Yocto
- Integrated mender with u-boot. Initialized hardware at the earlier stage
- Ported lcd driver to u-boot. Familiar with tilcdc driver
- Implemented driver for flow sensor, PT sensor and tri-color leds
- Familiar with Sysvinit, Systemd, dbus
- Implemented HAL, daemons, apps in go and python
- Familiar with mqtt, WebSocket, restful API
- Familiar with RxRust, Asyncio
- Familiar with sqlite ORM. Includes peewee(py), GORM(go)
- Open source project porting
- Ported numpy, scipy, pandas, scikit-learn to yocto
- Ported rust-qt/ritual to yocto
- Investigated and fixed the most complicated issues
MCU · RTOS
- Familiar with esp32, FreeRTOS
- Implemented ulp program which is written in Assembly
- Implemented HAL and framework for easily porting
- Implemented http client and server
Software Development
- Agile Development, Jira, Git Flow with github and gitlab
- CI/CD: Nightly build or trigger a build when the code is changed
Jul 2015 - Jun 2017
CTO Yongyun Eletronic
DSP
- Familiar with SHARC ADSP21489 by Analog Device Inc
- Implemented custom modules for SigmaStudio
- Support Hi-Res Audio. Support 96kHz real time calculation for all algorithms
- Parameter Equalizer. Support Peak, Low-shelf, high-shelf type filter and custom parameters for frequency, gain and Q(Bandwidth)
- High/Low pass filter: Support Bessel, Butterworth, Linkwitz–Riley filter and 6, 12, 24 dB per octave
- Feedback Eliminator(FBE): Support by a Frequency Shifter which is based on Hilbert Transform
- Familiar with Pitch Shifter, Echo(Stereo Echo), Reverb, Compressor, Mixer
MCU
- Familiar with Cortex-m0 MCU by Nuvoton
- SPI, I2C, Uart, USB(HID device), LED, LCD, NEC ir....etc
- Support security communication and anti-crack protection
- Hardware/Software debugging: Familiar with Multimeter, Oscilloscope, Logic analyzer, Audio Precision, JTAG ICE
Android App
- Familiar with Reactive programming with RxJava
Windows App
- Familiar Pyside(QT binding) and Reactive programming with RxPy
- Show frequency response (Data visualization) by Matplotlib
- Communicate with audio devices through BT and USB
Oct 2013 - Jun 2015
Co-Founder 8tory
Scrum Master
- I introduced Scrum to the team. Communicated with team members and product owner. Maintained the product backlog, stories and sprints
Android App
- Familiar with Reactive Programming(RxJava), Lambda, Method Chaining
- Database: SQL(ActiveAndroid as ORM), NoSQL(Parse, Couchbase)
- Facebook API: android-simple-facebook, RetroFacebook, RxFacebook
- Algorithm: Search for the fitting memory at the moment(time and space)
Oct 2011 - Sep 2013
Software Supervisor Gigabyte
Engineering Manager
- Responsible for BSP and SI and managing a maximum of 8 members
Android System Integration
- Improved system stability and performance
- Fixed system level bugs, Andoid original bugs, CTS issues.
- Familiar with daemon, Android HAL, Android framework
Android BSP
- Board bring up
- Driver porting: touch panel, lcm, sensors, audio, sd card, camera, power
- Implemented daemon, HAL, service, framework
Aug 2008 - Sep 2011
Senior Software Engineer Gigabyte
Windows Mobile App
- Implemented Dialer(Phone canvas), System services
- Implemented SmartContacts, includes algorithm, UI/UX design and patent
- Injected customized UI into the original system application by message hook
- Get the top ten popular applications by dll injection and API hook
Android App
- Implemented SmartContacts, SmartDailer, Fm app, GSecurity
Education
2005 - 2007
Tamkang University
Master of Aerospace
2001 - 2005
Tamkang University
Bachelor of Aerospace
Working Experience
Nov 2021 - Now
Software Engineer Google
Jul 2017 - Sep 2021
Senior Software Engineer Flo Technologies, inc.
Embedded Linux
- Familiar with TI am335x, BeagleBone and Yocto
- Integrated mender with u-boot. Initialized hardware at the earlier stage
- Ported lcd driver to u-boot. Familiar with tilcdc driver
- Implemented driver for flow sensor, PT sensor and tri-color leds
- Familiar with Sysvinit, Systemd, dbus
- Implemented HAL, daemons, apps in go and python
- Familiar with mqtt, WebSocket, restful API
- Familiar with RxRust, Asyncio
- Familiar with sqlite ORM. Includes peewee(py), GORM(go)
- Open source project porting
- Ported numpy, scipy, pandas, scikit-learn to yocto
- Ported rust-qt/ritual to yocto
- Investigated and fixed the most complicated issues
MCU · RTOS
- Familiar with esp32, FreeRTOS
- Implemented ulp program which is written in Assembly
- Implemented HAL and framework for easily porting
- Implemented http client and server
Software Development
- Agile Development, Jira, Git Flow with github and gitlab
- CI/CD: Nightly build or trigger a build when the code is changed
Jul 2017 - Sep 2021
Senior Software Engineer Flo Technologies, inc.
Embedded Linux
- Familiar with TI am335x, BeagleBone and Yocto
- Integrated mender with u-boot. Initialized hardware at the earlier stage
- Ported lcd driver to u-boot. Familiar with tilcdc driver
- Implemented driver for flow sensor, PT sensor and tri-color leds
- Familiar with Sysvinit, Systemd, dbus
- Implemented HAL, daemons, apps in go and python
- Familiar with mqtt, WebSocket, restful API
- Familiar with RxRust, Asyncio
- Familiar with sqlite ORM. Includes peewee(py), GORM(go)
- Open source project porting
- Ported numpy, scipy, pandas, scikit-learn to yocto
- Ported rust-qt/ritual to yocto
- Investigated and fixed the most complicated issues
MCU · RTOS
- Familiar with esp32, FreeRTOS
- Implemented ulp program which is written in Assembly
- Implemented HAL and framework for easily porting
- Implemented http client and server
Software Development
- Agile Development, Jira, Git Flow with github and gitlab
- CI/CD: Nightly build or trigger a build when the code is changed
Jul 2015 - Jun 2017
CTO Yongyun Eletronic
DSP
- Familiar with SHARC ADSP21489 by Analog Device Inc
- Implemented custom modules for SigmaStudio
- Support Hi-Res Audio. Support 96kHz real time calculation for all algorithms
- Parameter Equalizer. Support Peak, Low-shelf, high-shelf type filter and custom parameters for frequency, gain and Q(Bandwidth)
- High/Low pass filter: Support Bessel, Butterworth, Linkwitz–Riley filter and 6, 12, 24 dB per octave
- Feedback Eliminator(FBE): Support by a Frequency Shifter which is based on Hilbert Transform
- Familiar with Pitch Shifter, Echo(Stereo Echo), Reverb, Compressor, Mixer
MCU
- Familiar with Cortex-m0 MCU by Nuvoton
- SPI, I2C, Uart, USB(HID device), LED, LCD, NEC ir....etc
- Support security communication and anti-crack protection
- Hardware/Software debugging: Familiar with Multimeter, Oscilloscope, Logic analyzer, Audio Precision, JTAG ICE
Android App
- Familiar with Reactive programming with RxJava
Windows App
- Familiar Pyside(QT binding) and Reactive programming with RxPy
- Show frequency response (Data visualization) by Matplotlib
- Communicate with audio devices through BT and USB
Oct 2013 - Jun 2015
Co-Founder 8tory
Scrum Master
- I introduced Scrum to the team. Communicated with team members and product owner. Maintained the product backlog, stories and sprints
Android App
- Familiar with Reactive Programming(RxJava), Lambda, Method Chaining
- Database: SQL(ActiveAndroid as ORM), NoSQL(Parse, Couchbase)
- Facebook API: android-simple-facebook, RetroFacebook, RxFacebook
- Algorithm: Search for the fitting memory at the moment(time and space)
Oct 2011 - Sep 2013
Software Supervisor Gigabyte
Engineering Manager
- Responsible for BSP and SI and managing a maximum of 8 members
Android System Integration
- Improved system stability and performance
- Fixed system level bugs, Andoid original bugs, CTS issues.
- Familiar with daemon, Android HAL, Android framework
Android BSP
- Board bring up
- Driver porting: touch panel, lcm, sensors, audio, sd card, camera, power
- Implemented daemon, HAL, service, framework
Aug 2008 - Sep 2011
Senior Software Engineer Gigabyte
Windows Mobile App
- Implemented Dialer(Phone canvas), System services
- Implemented SmartContacts, includes algorithm, UI/UX design and patent
- Injected customized UI into the original system application by message hook
- Get the top ten popular applications by dll injection and API hook
Android App
- Implemented SmartContacts, SmartDailer, Fm app, GSecurity
Education
2005 - 2007
Tamkang University
Master of Aerospace
2001 - 2005