Tom Yu work email
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Tom Yu personal email
Data scientist developing and applying machine learning and causal inference -- experimental and observational settings -- methods to address sales and service business problems at Tesla.PhD dissertation topics: best-arm identification in multi-armed experiment settings, survey experiment on demand for populism among low- and middle-income White Americans.
Amazon Web Services (Aws)
View- Website:
- aws.amazon.com
- Employees:
- 142019
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Economist IiAmazon Web Services (Aws)Stanford, Ca, Us
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Senior Data ScientistTesla Apr 2024 - PresentFremont, California, United StatesData Scientist on the Core Business (Sales, Service, and Delivery) Team. - ML-based service demand forecast modeling, enabling service planning for 250+ service locations in North America. - Causal inference methods (e.g., Synthetic Control method) for the sales lift estimation. - Experiment (A/B test) design and HTE estimation for leads identification in the sales and customer base growth/engagement campaigns. -
Experimentation And Causal Inference InternNetflix Jun 2023 - Sep 2023Los Gatos, California, United States- Developed methods for mitigating non-response bias (via inverse propensity score weighting methods) and improving the representativeness (via raking) of the survey data.- Implemented ML models trained to predict survey ratings from users, the prediction of which was leveraged to guide business decisions on objective quality metrics.- Collaborated with engineering and design stakeholders from various sister teams for refining and applying survey-based metrics. -
AnalystAnalysis Group Aug 2016 - May 2017Greater Denver Area- Applied econometric and causal inference methods (Diff-in-Diff and IV) to address the client’s request to identify the macroeconomic benefits facilitated by their core product in Latin American countries. - Implemented a PDF-scraping method on Python to expedite the computation of profit damages and conducted over 150 hours of due diligence for an intellectual property case.
Tom Yu Skills
Tom Yu Education Details
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Political Economy -
Statistics -
Economics (Highest Honors)
Frequently Asked Questions about Tom Yu
What company does Tom Yu work for?
Tom Yu works for Amazon Web Services (Aws)
What is Tom Yu's role at the current company?
Tom Yu's current role is Economist II.
What is Tom Yu's email address?
Tom Yu's email address is ty****@****oup.com
What schools did Tom Yu attend?
Tom Yu attended Stanford University Graduate School Of Business, Stanford University, Middlebury College.
What skills is Tom Yu known for?
Tom Yu has skills like Policy Analysis, Quantitative Research, Stata, Editing, Mandarin, Microsoft Excel, Powerpoint, Data Analysis.
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