Tiffany Wang
Entry-level Data Scientist
Philadelphia,PA
Summary
Soon-to-graduate computer science master student. Seeking for a job where I can utilize my data science knowledge and experience. Enthusiastic about machine learning, data science and analysis. A passionate learner with strong teamwork and communication skills.
Overview
5
5
Languages
5
5
years of post-secondary education
1
1
year of professional experience
Work History
Data Science Intern
PhillyTalent
Philadelphia , PA
03.2020 - 05.2021
- Fine-tune the existed machine learning models of different projects on Kaggle
- Deploying data on the AWS
- Manage the projects on github
Data Science Intern
TCL Corporation
Chengdu, China
12.2017 - 02.2018
- Collecting, extracting and cleaning data (SQL)
- Build different models to analyze the trends (Python)
- Predicting the trend for the number of bugs generated in research team (Machine learning)
- Visualize the data and report (Tableau)
Education
Master of Science - Computer Science
Drexel University
Philadelphia, PA 09.2019 - Current
Bachelor of Science - Computer Science
Korea Advanced Institute Of Science And Technology
Korea 09.2015 - 06.2019
Skills
Tableau
Accomplishments
Collaborative Filtering for Music Recommendation (Python based)
- Use two collaborative filtering approaches for recommending
- KNN model is used looking for the similar users and songs
- Evaluate performance of different models
- Project is implemented by Python
Neural Style Transfer for Faces (Python based)
- Transfer human portrait pictures to painting style
- TensorFlow is used to build the neural network
- OpenCV for processing the pictures
Sentiment analysis based on Naive Bayes Classifier (Python based)
- Movie classification by analyzing the reviews
- Naive Bayes is used for sentiment analysis
- Visualizing the reviews data
Face Recognition Based on Deep Learning via MTCNN model (Java based)
- MTCNN for face detection
- Keras is used to build neural network
Timeline
Data Science Intern
PhillyTalent
03.2020 - 05.2021
Master of Science - Computer Science
Drexel University
09.2019 - Current
Data Science Intern
TCL Corporation
12.2017 - 02.2018
Bachelor of Science - Computer Science
Korea Advanced Institute Of Science And Technology
09.2015 - 06.2019
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