吳奐萱 Sharon Wu
I graduated with a master's degree from the Information Management Institute of National Chiao Tung University. In addition, I also have a degree in a big data analysis credits programme, which is a joint program of the Institute of Computer Science and Statistics. I have many experiences of practical experience in AI and data analysis.
0963314850
Projects
Target Customer Analysis for Cross-Category Product Groups based on Review Mining and Decision Tree, 07/2021
- Web Crawler. Using real-world data
- Review Mining and Sentiment Analysis
- Decision Tree
Emotion Detection, 11/2020
- ResNet 10, 18
- Pytorch Improved accuracy 5-8%
Parallel web crawler, 10/2020
- multiprocessing/ multithread
Yelp Dataset Analysis, 10/2020
- More than 5 million big data
- Hadoop + Spark (Pyspark)
- KNN/ XGBoost
- Tableau
Kaggle competition: News Classification, 03/2020
- Bert
Education
Big data analysis credits programme, National Chiao Tung University (NCTU)
September 2019 - July 2021
Master, Department of information management, NCTU
September 2019 - July 2021
Undergraduate, Department of information management and finance, NCTU
September 2015 - July 2019
Internships
Industrial Technology Research Institute, Technique assistant intern, Jun 2020 ~ Jul 2021
Assisted ITRI in experiments on emotion detection using ResNet 10, 18.
CAMEO InfoTech Inc., Technique assistant intern, Sep 2019 ~ Jun 2020
1. Implemented data fusion of air pollution types collected from various regions according to specific range of longitude and latitude.
2. Presented the dynamic data of air pollution through Tableau.
Microsoft , Technique assistant intern, Jul 2018 ~ Jul 2019
Engaged in the development of the front-end and back-end, and communicated with the client about their needs in different projects.
Concord Securities Co.,Ltd. , Industry-Academia Cooperation, Jul 2017 ~ Jul 2018
Using historical trading data for parameter optimization to find the best intelligent dynamic investment strategy. Using CNN (Keras).
Skills
- Machine learning: Pytorch/ Keras/ Scikit-Learn
- Data Analysis: Tableau/ R
- Web Development: HTML/ Java Script/ MYSQL
Certificates
AI-900
AI certificate from Microsoft.
AZ-900
Azure cloud certificate form Microsoft.
