Leihua Ye
Senior Data Scientist by training with 10+ YOE in Statistics, Research Design, Machine Learning, Experimentation & Causal Inference.... | Sunnyvale, California, United States
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Leihua Ye’s Location Sunnyvale, California, United States
Leihua Ye’s Expertise Senior Data Scientist by training with 10+ YOE in Statistics, Research Design, Machine Learning, Experimentation & Causal Inference. Avid Content Creator✍️🎥on Tech🤖, Self-Growth❤️, and Career Development.🚀 Follow me if you want to make data useful: 📌 A/B Testing - Statistics, Power Analysis, Sequential Testing, Variance Reduction (e.g., Stratification, Post-Stratification, CUPED, Covariate Adjustment), Measurement Validity and Development, Pipelining, Data Quality, Interleaving, Sampling Strategy, Resampling (Bootstrap, Permutation, and Jackknife), Multi-Armed Bandit (MAB), Heterogeneous Treatment Effects, Quantile Function & Regression, Test Management, Culture of Experimentation, Engineering & Infrastructure etc. 📌 Quasi-Experimental Methods - Difference-in-Differences, Regression Discontinuity Design, Comparative Interrupted Time-Series, Instrumental Variables, Panel Design, Switchback, and Synthetic Control. 📌 Observational Methods - Matching, Propensity Score Matching, Propensity Score Stratification, Inverse Probability of Treatment Weighting (IPTW), and Covariate Adjustment. 📌 Machine Learning - Supervised: Linear/Logistic Regression, Decision Trees, Random Forest, K-Nearest Neighbors, Support Vector Machines, XGBoost, etc. - Unsupervised: Clustering (K-Means, Hierarchical), Principal Component Analysis, Factor Analysis, etc. 📌 Statistics - Hypothesis Testing, Statistical Simulations, Cross-Validation, Regularization, Various Distributions, ANOVA, Meta-Analysis, etc. 📌 Programming - Python, R, PySpark, and SQL. 📧 [email protected]
Leihua Ye’s Current Industry Walmart Global Tech
Leihua
Ye’s Prior Industry
Uc Santa Barbara
|
Medium
|
Walmart Global Tech
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Work Experience
Walmart Global Tech
Senior Data Scientist (Statistician)
Mon May 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Walmart Global Tech
Data Scientist (Statistician)
Wed Dec 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Apr 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)
Medium
Data Science Writer
Sun Sep 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Uc Santa Barbara
Vice President of External Affairs at Graduate Student Association
Fri Jun 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Jun 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time)
Uc Santa Barbara
Ph.D. Researcher
Mon Sep 01 2014 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Jan 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)Skills
Languages
Leihua Ye Email Addresses
FAQ About Leihua Ye
-
Leihua Ye is located at
Sunnyvale, California, United States -
Leihua Ye is a
Senior Data Scientist by training with 10+ YOE in Statistics, Research Design, Machine Learning, Experimentation & Causal Inference. Avid Content Creator✍️🎥on Tech🤖, Self-Growth❤️, and Career Development.🚀 Follow me if you want to make data useful: 📌 A/B Testing - Statistics, Power Analysis, Sequential Testing, Variance Reduction (e.g., Stratification, Post-Stratification, CUPED, Covariate Adjustment), Measurement Validity and Development, Pipelining, Data Quality, Interleaving, Sampling Strategy, Resampling (Bootstrap, Permutation, and Jackknife), Multi-Armed Bandit (MAB), Heterogeneous Treatment Effects, Quantile Function & Regression, Test Management, Culture of Experimentation, Engineering & Infrastructure etc. 📌 Quasi-Experimental Methods - Difference-in-Differences, Regression Discontinuity Design, Comparative Interrupted Time-Series, Instrumental Variables, Panel Design, Switchback, and Synthetic Control. 📌 Observational Methods - Matching, Propensity Score Matching, Propensity Score Stratification, Inverse Probability of Treatment Weighting (IPTW), and Covariate Adjustment. 📌 Machine Learning - Supervised: Linear/Logistic Regression, Decision Trees, Random Forest, K-Nearest Neighbors, Support Vector Machines, XGBoost, etc. - Unsupervised: Clustering (K-Means, Hierarchical), Principal Component Analysis, Factor Analysis, etc. 📌 Statistics - Hypothesis Testing, Statistical Simulations, Cross-Validation, Regularization, Various Distributions, ANOVA, Meta-Analysis, etc. 📌 Programming - Python, R, PySpark, and SQL. 📧 [email protected] Walmart Global Tech -
Leihua Ye currently works in the
Walmart Global Tech -
Leihua Ye specializes in
Senior Data Scientist by training with 10+ YOE in Statistics, Research Design, Machine Learning, Experimentation & Causal Inference. Avid Content Creator✍️🎥on Tech🤖, Self-Growth❤️, and Career Development.🚀 Follow me if you want to make data useful: 📌 A/B Testing - Statistics, Power Analysis, Sequential Testing, Variance Reduction (e.g., Stratification, Post-Stratification, CUPED, Covariate Adjustment), Measurement Validity and Development, Pipelining, Data Quality, Interleaving, Sampling Strategy, Resampling (Bootstrap, Permutation, and Jackknife), Multi-Armed Bandit (MAB), Heterogeneous Treatment Effects, Quantile Function & Regression, Test Management, Culture of Experimentation, Engineering & Infrastructure etc. 📌 Quasi-Experimental Methods - Difference-in-Differences, Regression Discontinuity Design, Comparative Interrupted Time-Series, Instrumental Variables, Panel Design, Switchback, and Synthetic Control. 📌 Observational Methods - Matching, Propensity Score Matching, Propensity Score Stratification, Inverse Probability of Treatment Weighting (IPTW), and Covariate Adjustment. 📌 Machine Learning - Supervised: Linear/Logistic Regression, Decision Trees, Random Forest, K-Nearest Neighbors, Support Vector Machines, XGBoost, etc. - Unsupervised: Clustering (K-Means, Hierarchical), Principal Component Analysis, Factor Analysis, etc. 📌 Statistics - Hypothesis Testing, Statistical Simulations, Cross-Validation, Regularization, Various Distributions, ANOVA, Meta-Analysis, etc. 📌 Programming - Python, R, PySpark, and SQL. 📧 [email protected] -
Leihua Ye speaks the following languages:
No languages available. -
Leihua Ye has prior experience in the following industries:
Walmart Global Tech , Uc Santa Barbara , Uc Santa Barbara -
Leihua Ye has the following professional experience:
Walmart Global Tech , Walmart Global Tech , Medium , Uc Santa Barbara , Uc Santa Barbara . -
You can view Leihua Ye’s
LinkedIn profile at LinkedIn URL. -
Leihua Ye’s work email addresses are
[email protected] . -
Leihua Ye works at
Walmart Global Tech
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