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4-6 years
6-10 years
10-15 years
More than 15 years
Senior Software Engineer & Feature Product Manager @聯發科2022 ~ Present
・
資深軟體工程師
Within one month
department. I'm responsible for software architecture, development, and design in the multi-camera domain, with a primary focus on cinematic mode and open-platform-related development and planning. During my time pursuing a Master's degree in Information Management at National Chiao Tung University, I delved into deep learning and its applications in finance. My research culminated in a thesis on multi-modal deep learning for semantic models in stock trading strategies. Throughout my graduate studies, I actively participated in various competitions and received accolades for my contributions." 現任職於聯發
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立師範大學附屬高級中學
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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
Professions
Research / R&D
Fields of Employment
Software
Work experience
4-6 years
Management
None
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
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
Job types
Full-time
Locations
台灣新北, 台灣台北, 台灣新竹縣, 台灣新竹市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立臺北科技大學
Major
機電整合所
Eddy Chen
Machine Learning Engineer
New Taipei City, Taiwan
Skills
Programming Languages
- Python
- C++
- SQL
Machine Learning
- TensorFlow
- Pytorch
- Scikit-learn
- Matplotlib
Others
- FastAPI
- Docker
- Redis
- Linux
Work Experience
Machine Learning Engineer
NEUTEC • May 2021 - Present
- Develop, optimize and maintain the machine learning algorithm for internal process automation.
- Deploy machine learning models as web services or on edge devices.
Project Engineer
ACER • Nov 2017 - Apr 2021
【Deep Learning】
- Cardiac Ejection Fraction Estimation
- Video classification model training for estimating ejection fraction scores.
- Semantic segmentation model training for identifying ventricular contractions and providing visualization.
- Fall Detection
- Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation.
- Experiments design and collect training data.
- Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation.
【Self-Driving Car】
- Perception
- Developed sensor fusion algorithms that combine data from multiple sensors (LiDAR, radar, camera, etc.) to generate a more accurate and reliable understanding of the environment.
- Software Integration
- System integration and real car tests at Taiwan CAR Lab and Taipei University.
Education
National Taipei University of Technology
Institute of Mechatronic Engineering • 2015 - 2017
【Research Field】
- Computer vision and image processing
- Advanced Driver Assistance Systems (ADAS)
【Journal and Conference】
- SCI paper is accepted
Around View Monitoring-Based Vacant Parking Space Detection and Analysis
- Oral presentations at conference
A visual method for the detection of available parking slots
Eddy Chen
Machine Learning Engineer
New Taipei City, Taiwan
Skills
Programming Languages
- Python
- C++
- SQL
Machine Learning
- TensorFlow
- Pytorch
- Scikit-learn
- Matplotlib
Others
- FastAPI
- Docker
- Redis
- Linux
Work Experience
Machine Learning Engineer
NEUTEC • May 2021 - Present
- Develop, optimize and maintain the machine learning algorithm for internal process automation.
- Deploy machine learning models as web services or on edge devices.
Project Engineer
ACER • Nov 2017 - Apr 2021
【Deep Learning】
- Cardiac Ejection Fraction Estimation
- Video classification model training for estimating ejection fraction scores.
- Semantic segmentation model training for identifying ventricular contractions and providing visualization.
- Fall Detection
- Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation.
- Experiments design and collect training data.
- Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation.
【Self-Driving Car】
- Perception
- Developed sensor fusion algorithms that combine data from multiple sensors (LiDAR, radar, camera, etc.) to generate a more accurate and reliable understanding of the environment.
- Software Integration
- System integration and real car tests at Taiwan CAR Lab and Taipei University.
Education
National Taipei University of Technology
Institute of Mechatronic Engineering • 2015 - 2017
【Research Field】
- Computer vision and image processing
- Advanced Driver Assistance Systems (ADAS)
【Journal and Conference】
- SCI paper is accepted
Around View Monitoring-Based Vacant Parking Space Detection and Analysis
- Oral presentations at conference
A visual method for the detection of available parking slots