徐俊哲
skills
Research field
Deep Learning
Machine Learning
Image Processing
Exploratory Data Analysis
Semantic communication ( NLP )
Development tool
Python
Tensorflow / PyTorch
Scikit-learn,
Numpy & Pandas
Edit tool
OpenCV
Transformer
Experience
SCREEN technology-equipment engineer (107/7/1-110/4/30)
looks for problems, transforms the machine, SOP production, data analysis, problem discussion, and service client (TSMC RD), include troubbleshooting, detection and maintenance equipment (Coater), has supervision and safety duty experience, and cooperates with the client to carry out equipment modification and machine condition processing.
I have experience dealing with foreigners because we are a Japanese company.
The work content includes joint research on how to improve the current situation of the machine and find out the cause of the problem, formulate relevant SOPs for the company and share personal machine experience, and constantly update the content according to new situations to effectively improve work efficiency.
Industrial Research Institute Artificial Intelligence and Deep Learning Application Training Course (110/5/4-10/7/30)
- Python, data science, NLP, deep learning, image processing.
- Complete process(110/8/1-110/9/15)
- Kaggle competition(FGVC8 : Top 6%) 20 days
- Aidea competition(Edge AOI : No. 11) 14 days
Institute of Communication Engineering, Chung Hsing University(111/9/1-N/A)
- Mainly responsible for: compression and restoration of importance capture, and solving the problem of total communication transmission.
- The research package covers "coding", "channel", "semantic structure", "anti noise" and "adaptability"
Autobiography
Past to present
Before working, I lived alone in Australia for a year, using the work holiday endorsement. Since Melbourne, I have been to the capital Canberra and Sydney, as well as the Gold Coast and the Sunshine Coast and other places, and stayed for a full year under the difficult environment and limited resources.
The baptism of Australia made me grow up, made me not afraid to talk with foreigners, and developed my ability to plan and implement.
My strong survival ability and rapid adjustment ability are my advantages.
After I came back Taiwan, SCREEN Technology is my first full-time job, which includes assisting customers to handle the situation on-site, collect and analyze data, improve the current situation, maintain the machine condition, improving the scheme, and printing the report forms, including one year's supervisor and one year's work construction security total three years.
Therefore, I have a good understanding and ability of the operation process and manpower allocation, and I have prepared SOP and personal experience in troubleshooting and repair manuals for the company to improve the on-site processing performance by 20%.
Expectations for the future
However, I have always been deeply interested in Deep Learning, so I implemented my long-planned arrangement to register online for python in-depth learning courses, learn relevant knowledge,
and complete the Kaggle competition in about 20 days during the course of study, with a top 6% score.
At present, I studying at the Institute of Communication Engineering of NCHU, and my research field is semantic communication.
It mainly studies the compression and restoration of importance capture and solves the problem of communication transmission.
The research package covers "coding", "channel", "semantic structure", "anti-noise" and "adaptability".
In terms of course selection, I also choose evolutionary computing.
In the next semester, I will arrange intensive learning and courses on single-chip systems and single-chip applications in embedded systems to increase my skills.
I hope that if you have the opportunity to let me get the ticket to enter your company, I will do my best.
I also hope that I can take advantage of this opportunity to increase the probability to get the company offer and work hard in the future.
