Yuan Li
Risk @Tiktok
- Role
- Machine Learning Engineer at TikTok
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Yuan Li
In-depth knowledge of machine learning algorithm and statistical modeling including supervised learning (regression, tree based model, LSTM, NN, Autoencoder, survival analysis), unsupervised learning (K-means, KNN), anomaly detection(Bozeman Machine, Isolation forest). Applied these algorithms to solve business problem- High proficiency in Python, SAS, SQL and Tableau. Hands on experience on MATLAB/Octave, SAS Enterprise Miner, VBA, R, Object programing and DataRobot- Result-driver, excellent teamwork skills with high self-motivation and always willing to take on challenges.
Experience
Machine Learning Engineer
Nov 2021 — Present
spam & abuse fraud
Education
Donghua University
Bachelor of Science (B.S), Management Science and Engineering
2006 — 2010
University of Cincinnati
Master of Arts (MA), Applied Economics
2010 — 2012
Skills
- Analysis
- R
- Excel
- Html Scripting
- Finance
- Powerpoint
- Microsoft Excel
- Visual Basic for Applications (Vba)
- Portfolio Management
- Banking
- Qrm
- Risk Management
- Data Mining
- Sas
- Vba
- Operational Risk
- C++
- Python
- Spss
- Data Analysis
- Pivot Tables
- Credit Risk
- Vlookup
- Databases
- Research
- Credit
- Financial Modeling
- Quantitative Analytics
- Stata
- Regression
- Access
- Matlab
- Investments
- Econometrics
- Sas Programming
- Forecasting
- Analytics
- Microsoft Office
- Tableau
- Anova
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