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4-6 years
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Product Engineer @Global Fiber2018 ~ Present
・
Software engineer
Within one month
Manufacturing Design Tools Solidworks Visual Studio Visual Code Work Experience Product Engineer • Global Fiber MarCurrent 1. Created a new auto-align fiber system that improved the production line's efficiency by 60%. 2. Collaborated with a team of 5 engineers to develop a home-made laser welding machine. 3. Developed efficient applications for production line. 4. M aintain and Improve the production line. Optical Engineer • Tongtai Machine AprJanCollaborated with a team of 8 engineers to develop new metal 3d printers and laser cutting machines. 2. Developed a control application for
Employed
Full-time / Interested in working remotely
4-6 years
NCTU
・
Mechanical engineering
Past
Senior Software Engineer @DOINT2021 ~ 2023
・
Software engineer, Image Processing engineer, Algorithm engineer
Within three months
Docker Doxygen Swig (API for python from C++) OpenCV OpenCL Linux Skill multi-threads distributed computing serialization/deserialization CICD data version control (DVC) MLOps Image Processing PCA Interactive Segmentation Connected Component Image Stitching Direct Linear Transformation Kalman Filter (Tracking) SIFT Hough HoG Image Deblurring Depth Estimation ISP Machine Learning Framework Transformation Data Augmentation Transfer Learning Model Pruning Model Quantization Performance Evaluation Parameter Fine-tuning Model : SVM, LeNet, AlexNet, VGG, GoogLeNet, SSD, YOLO, MobileNet, ShuffleNet, FaceNet, Xception, MatrixNet, CenterNet, CSPNet, M2Det, EfficientNet/Det Projects HPC Keyword Spotting Automatic Speech Recognition Distributed Inference System Social Distancing Estimation (Lidar
Unemployed
Full-time / Interested in working remotely
6-10 years
National Taiwan 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
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1-2 years
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Software Developer
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SEO YEON PARK
(213) 274-1733 2635 Portland Street, LA, CA 90007 seoyeon9249@gmail.com
Education
University of Southern California, Los Angeles, CA Expected May 2018
Master of Science in Computer Science
Coursework: CSCI570 - Analysis of Algorithm, CSCI561 - Introduction of Artificial Intelligence, CSCI544 - Applied Natural Language Processing, CSCI578 - Software Architecture, CSCI534 - Affective Computing
Ewha Womans University, Seoul, Republic of Korea Feb 2016
Bachelor of Science in Computer Science and Engineering (Magna Cum Laude)
Research Experience
Directed Research Jan 2017 - Present
Autonomous Networks Research Group (Advisor: Prof. Bhaskar Krishnamachari) at University of Southern California
- CHARIOT project; Implementing Revolutionized Personal Learning Framework based on IoT technologies using physiological sensor data, image and text dataset combining with cutting-edge cognitive science
- Design and Implement Emotion Analysis submodules of CHARIOT project within Image and Text
- Sentiment analysis Implementation with various version of Neural Network such as Recurrent Neural Network, LSTM, GRU, Echo state Network and Statistical Classification Training, Support Vector Machine, Logistic Regression or etc.
Undergraduate Research Assistant Dec 2014 - Feb 2015
Embedded Real Time System Laboratory (Advisor: Prof. Sang Soo Park) at Ewha Womans University
- Development of rapid recovery system for IoT devices based on ARM-Cortex M4
- Design and development of long-tailed watchdog timer algorithm combined with existing two types of watchdog timer
- Overcome the limitation of existing fault tolerance hardware timer by combining software timer
- Increased the recovery rate from 91% with time delay to 100% with rapid recovery
Skills and Interests
- TensorFlow, C++, Java, Python, R, Arduino, ARM-Cortex M4, SQL, Hadoop, UNIX, Machine learning, Statistical Analysis, Distributed Computing
Language
- Proficient in Korean and English (Reading, Writing, Listening, Speaking)
SEO YEON PARK
(213) 274-1733 2635 Portland Street, LA, CA 90007 seoyeon9249@gmail.com
Education
University of Southern California, Los Angeles, CA Expected May 2018
Master of Science in Computer Science
Coursework: CSCI570 - Analysis of Algorithm, CSCI561 - Introduction of Artificial Intelligence, CSCI544 - Applied Natural Language Processing, CSCI578 - Software Architecture, CSCI534 - Affective Computing
Ewha Womans University, Seoul, Republic of Korea Feb 2016
Bachelor of Science in Computer Science and Engineering (Magna Cum Laude)
Research Experience
Directed Research Jan 2017 - Present
Autonomous Networks Research Group (Advisor: Prof. Bhaskar Krishnamachari) at University of Southern California
- CHARIOT project; Implementing Revolutionized Personal Learning Framework based on IoT technologies using physiological sensor data, image and text dataset combining with cutting-edge cognitive science
- Design and Implement Emotion Analysis submodules of CHARIOT project within Image and Text
- Sentiment analysis Implementation with various version of Neural Network such as Recurrent Neural Network, LSTM, GRU, Echo state Network and Statistical Classification Training, Support Vector Machine, Logistic Regression or etc.
Undergraduate Research Assistant Dec 2014 - Feb 2015
Embedded Real Time System Laboratory (Advisor: Prof. Sang Soo Park) at Ewha Womans University
- Development of rapid recovery system for IoT devices based on ARM-Cortex M4
- Design and development of long-tailed watchdog timer algorithm combined with existing two types of watchdog timer
- Overcome the limitation of existing fault tolerance hardware timer by combining software timer
- Increased the recovery rate from 91% with time delay to 100% with rapid recovery
Skills and Interests
- TensorFlow, C++, Java, Python, R, Arduino, ARM-Cortex M4, SQL, Hadoop, UNIX, Machine learning, Statistical Analysis, Distributed Computing
Language
- Proficient in Korean and English (Reading, Writing, Listening, Speaking)