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4-6 years
6-10 years
10-15 years
More than 15 years
資深工程師 @廣達電腦股份有限公司2019 ~ Present
・
資料分析師 軟體設計工程師 演算法開發工程師 深度學習研發工程師 AI工程師
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立虎尾科技大學
・
電機工程
Offline
Offline
機器學習工程師 @日新軟體股份有限公司2021 ~ Present
・
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 six months
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. 【Self-Driving Car】 Perception Developed sensor fusion algorithms that combine data from multiple sensors (L iDAR , 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
Employed
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
機電整合所資深軟體工程師 @希恩體感科技股份有限公司 CyweeMotion Inc.2021 ~ Present
・
Software Engineer / Algorithm Engineer / Firmware Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
中原大學 Chung Yuan Christian University
・
電機工程
Technical Manager @Ambarella Inc.2014 ~ Present
・
Within one month
Europe (German, Italian) tier-1 clients and to support customers' requirements project management, mentoring and assigning tasks to engineers, leading firmware engineers to deliver projects on time Staff Engineer ADAS/Vision/Radar (1) Surround reconstruction algorithm designD/3D/Object Detection, Object Mask neural network post processing algorithm design. (3) Integrate Radar/vision fusion, multi-sensor fusion (4) ADAS demo cars built for customers, including debugging, testing and data analysis (5) Feature matching algorithm design (6) Radar and camera calibration algorithm design (7) Algorithm optimization (OpenGL/OpenCL, vector processor/accelerator) ISP/IQ
Employed
Full-time
10-15 years
元智大學 Yuan Ze University
・
computer scienceEmployed
Part-time / Interested in working remotely
6-10 years
國立台北科技大學
・
Automation Control
Senior Machine Learning Engineer @C-Media Electronics2020 ~ 2021
・
Machine Learning Scientist, Data Scientist
Within one month
the Best Challenge Poster in PhysioNet/CinC ChallengeSepMay.2022 The Effects of Task and Social Reflexivity on Group Performance - Study on Acoustic/Linguistic and Physiological signals fusion algorithms for group dynamics modeling. - Design a Multi-modality Multi-subjects group interaction dataset. Enterprise Corporation JanDec 2021 Senior Machine Learning Engineer | C-Media Electronics - Develop real-time deep CRNN AI de-reverberation engine with SRMRLead development of speech cloning from unseen sources using Generative Adversarial Networks. MarNov 2020 Senior Machine Learning Engineer | Institute for Information Industry (III) - Lead the development of deep video retrieval system speeding
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
・
電機工程
Heron Neutron Medical Corp @Senior Engineer2021 ~ Present
・
Within one month
medical device for FDA Others: - plan and report for component verification report - risk management and evaluation - schedule control and execute for project Senior Engineering • AU Optronics Corporation (AUO) 四月三月 2017 Develop algorithm of Depth map estimation - [Spatial domain] Stereo-matching algorithm algorithm develop by Matlab and C algorithm improve refinement method - [Temporal] Monocular depth estimation algorithm improve of fusion initial depth from optical flow and mean shift segmentation Develop Touch Pad Algorithm - Edge detection, contour trace, find fingertip, calc. mass point, CCL, ellipse detection, … Improve of 3D algorithm - 3D panel arrangement algorithm - 3D Panel calibration tool
Full-time / Interested in working remotely
10-15 years
I-Shou University
・
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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