Yutong Wang
- Role
- Data Scientist at Artnet
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Yutong Wang
I’m a data scientist with more than 3 years of experience, passionate about transforming…
Experience
Data Scientist
May 2021 — Present
Trained image classification model with feature extraction and description text embeddings using TensorFlow Keras • Developed the frame-detection algorithm for art images using the canny edge detection method; developed image processing algorithm to chop the frames automatically; solved the problem of shadows and multi-frames • Trained price estimation model for arts in upcoming sales using Tensorflow to detect the underestimated artwork • Developed the Named Entity Recognition model with Spacy to automatically extract useful information from the description of artworks such as exhibition, gallery, date, artists, and collectors; replacing manual data entry work • Built Neo4j graph database and fed exhibition data to form a network with 300k+ nodes and 1m+ relationships • Deployed medium similarity algorithm using wordnet synset similarity API to improve the searching accuracy • Built google data studio dashboard of the clients’ searching, bidding, requesting behaviors, and subscription status
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