Daisuke Yagi
Staff Machine Learning Engineer @ Etsy
- Role
- Staff Machine Learning Engineer at Etsy
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Daisuke Yagi
Experienced Machine Learning Engineer with over 7 years in the e-commerce and retail industries. I specialize in developing and deploying advanced real-time and batch machine learning solutions to tackle fraud and credit risk.Proficient in a broad range of machine learning techniques, including Gradient Boosting, Random Forest, and deep learning models such as Transformer, Autoencoder, LSTM, and CNN, along with traditional regression methods.Programming:Python, Hadoop, Spark, SQL, Git, Docker, Shell script, Tableau, Kibana, R, MATLABML Frameworks:PyTorch, LightGBM, XGBoost, TensorFlow, Keras, Scikit-learn, ONNX, PMMLSpecialities:Anomaly detection, Fraud detection, Demand forecast, Price optimization, Productivity analysis
Experience
Staff Machine Learning Engineer
Aug 2024 — Present
Risk ML team
Education
Texas A&M University
Doctor of Philosophy (Ph.D.), Industrial Engineering
Sophia University
Bachelor of Science (B.S.), Information and Communication Sciences
Skills
- Python
- Latex
- Stata
- Php
- Higher Education
- Data Analysis
- Microsoft Office
- Vba
- Sql
- Mathematical Modeling
- Science
- R
- Css
- Research
- Matlab
- Machine Learning
- Simulations
- Mathematica
- Teaching
- Html
- Cplex
- Statistics
- University Teaching
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