Tiffany Wang

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.

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