Hi, this is Jonathan, welcome to my personal page. I’m currently in career transition from Manufacturing/Operation area to Data Science, this website is the summary of my works.
I’ve two master’s degree in Mechanical Engineering and Industrial Engineering respectively. Proven experience in a dynamic environment to conduct production improvement experiments through statistical modeling and data analytic techniques in semiconductor industries. Cultivated cross-functional project management skill to achieve different key performance metrics. Utilized lean thinking and ad-hoc python data science libraries to provide data insight into real business solutions.
Currently I’m working in a NGO group as a Data Scientist to help our social researchers gathering data through web scrappers and information extraction from text data.
Skills:
Programming Languages:
- SQL, Python, C++/C#, Linux/Bash.
Data Science Library:
- Pandas, Numpy, Sci-py, Scikit-learn, TensorFlow, Spacy, BeautifulSoup, Streamlit,Matplotlib, PySpark.
Tools:
- PyCharm, Jupyter Notebook, Git