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Cultivated with statistics and optimization background. 2+ year integration experience of semiconductor process. 5+ year experience in EDA and AI analysis, Strong problem solving ability by data mining skill under great pressure. Experience in management as team leader with Great communication skills to cooperate cross cultural teams. I learn things fast in diversified areas and propose solutions by leveraging in-depth domain knowledge with data science.
Data Lake/Warehousing: Python, SQL server, MySQL, Java
Machine/Deep Learning: Scikit learn, Tensorflow, Pytorch, OpenCV, SciPy, Hugging Face API
API Services: Flask, Django
Data Visualization: Tableau, jmp pro 16(SAS)
Cloud Services: Azure, GCP
System : Linux, Spark, Docker
03/2023 - now
Project Management (PM):
System Analysis (SA/SD):
Programming (PG):
Internal Knowledge Management Bot:
Stainless Steel Process Factor Analysis:
Stainless Steel Business Forecasting AI Prediction:
PowerBI Promotion Plan:
08/2022 - 01/2023
Automatically web crawler (Python, Selenium, BeautifulSoup, Regex, mySQL)
Data-driven intelligence deliverables (Sklearn, Tensorflow, Pytorch, Hadoop, Spark)
Machine learning (Regression, Decision Tree, PCA, Bagging and Boosting)
Deep Learning (ANN, CNN, RNN, LSTM, ensemble modeling)
Project
05/2021 - 08/2022
AMAT GT/GT3 tool owner:
04/2019 - 03/2021
NPI 140s DRAM FEOL loop owner:
Mature 100/110s DRAM CELL loop owner :
2016/9 - 2019/1
Cultivated with statistics and optimization background. 2+ year integration experience of semiconductor process. 5+ year experience in EDA and AI analysis, Strong problem solving ability by data mining skill under great pressure. Experience in management as team leader with Great communication skills to cooperate cross cultural teams. I learn things fast in diversified areas and propose solutions by leveraging in-depth domain knowledge with data science.
Data Lake/Warehousing: Python, SQL server, MySQL, Java
Machine/Deep Learning: Scikit learn, Tensorflow, Pytorch, OpenCV, SciPy, Hugging Face API
API Services: Flask, Django
Data Visualization: Tableau, jmp pro 16(SAS)
Cloud Services: Azure, GCP
System : Linux, Spark, Docker
03/2023 - now
Project Management (PM):
System Analysis (SA/SD):
Programming (PG):
Internal Knowledge Management Bot:
Stainless Steel Process Factor Analysis:
Stainless Steel Business Forecasting AI Prediction:
PowerBI Promotion Plan:
08/2022 - 01/2023
Automatically web crawler (Python, Selenium, BeautifulSoup, Regex, mySQL)
Data-driven intelligence deliverables (Sklearn, Tensorflow, Pytorch, Hadoop, Spark)
Machine learning (Regression, Decision Tree, PCA, Bagging and Boosting)
Deep Learning (ANN, CNN, RNN, LSTM, ensemble modeling)
Project
05/2021 - 08/2022
AMAT GT/GT3 tool owner:
04/2019 - 03/2021
NPI 140s DRAM FEOL loop owner:
Mature 100/110s DRAM CELL loop owner :
2016/9 - 2019/1