林冠翔
Hello! My name is Louis!
I'm a new graduate(GPA-4.15) with a passion for machine learning. My harmony, responsibility, and relative traits helped me a lot in working for cross-functional teams.
I enjoy listening to music and working out in my spare time because it's important to keep your mind and body in shape!
New Taipei City, Taiwan ([email protected])
Work experience
Physiological signal analysis • 國立台灣科技大學
六月 2020 - 九月 2022
Experience in physiological signal analysis(EEG/ECG) for migraine, ADHD, substance abuse, etc.
Have the ability to work for cross-functional teams.
Machine learning • 國立台灣科技大學
六月 2020 - 八月 2022
Great machine learning knowledge including data preprocessing, feature extraction, feature selection, and classifier training/testing(CNN, DNN, SVM, etc.).Capable of building back propagation neural network(BPNN) from scratch.
Industrial signal analysis • 國立台灣科技大學
七月 2021 - 三月 2022
Implemented machine learning algorithms for AUO's(友達光電) industrial signal analysis during my master's studies, and achieved 92% accuracy using process parameters for defect detection.
Experience in teaching the AUO's engineers how to properly use the Python packages for modeling.
Academic background
2020 - 2022
國立台灣科技大學 NTUST
Master's degree in mechanical engineering
2016 - 2020
國立台北科技大學 NTUT
Bachelor's degree in mechanical engineering
Skills
- Machine Learning
- Python, Matlab
- DNN and CNN with TensorFlow
Language
- Chinese — Native
- English — fluent (TOEIC golden certificate)
