Yilin W.
Machine Learning Engineer | LLM, Recommender System, Ranking, Knowledge Graph, GAI
- Role
- Senior Machine Learning Engineer at TikTok
- Location
- Sunnyvale, CA, US
- LinkedIn followers
- 500 followers
About Yilin W.
Programming: Python (Sklearn, Pytorch, TensorFlow), Java, SQL, C++, R, Spark, Tableau, Android Studio, AWS, GCP, Azure;Machine Learning Topics: Recommender System, Search, NLP, Computer Vision, AIGC (Text, Image, Video, Speech), Fraud/Risk, Time-Series Prediction, Knowledge Graph;Machine Learning Models: Logistic Regression, Random Forest, Boosting Tree, SVM, Clustering, PCA, DNN, RNN, CNN, GNN, LSTM, Transformer, GAN, Diffusion, Clip, DIEN, SIM, etc;MLOps: Spark, Flink, Airflow, Kubeflow, MLflow, VertexAI, Databricks, Jenkins, SageMaker, Kubernetic, etc.
Experience
Senior Machine Learning Engineer
Oct 2023 — Present · San Jose, CA, US
TikTok Search. Integrating LLMs into search systems.
Education
Georgia Institute of Technology
Master of Science - MS, Computer Science - Machine Learning
Harbin Institute of Technology
Bachelor of Engineering - BE
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