Tyler Bodine-Smith Email & Phone Number

California, United States

Led the personalized ML DS inference and analytics team.Focused on causal understanding of ML-systems, ML-driven product research, and experiment infrastructure

Mountain View, Ca

Tech lead: Quantitative UX Research -- Google Ads PlatformLed a taskforce to design a new model-based metric and experimentation framework, combining surveys with advanced ML incl. predictive and decomposition modeling.Advertiser understanding and behavioral research.Experiment design and strategy.

Greater New York City Area

Data scientist at Attune Insurance. I primarily worked with product analytics and broker/customer research. I work primarily in Python, SQL, Javascript, and Bash.Areas of Work:• Software product and usage analytics• Broker understanding and behavior research.Responsibilities:• Perform econometric, machine learning, and other quantitative analyses.• Technical model implementation and code optimization: Python and SQL.• Build and maintain ETL… Show more Data scientist at Attune Insurance. I primarily worked with product analytics and broker/customer research. I work primarily in Python, SQL, Javascript, and Bash.Areas of Work:• Software product and usage analytics• Broker understanding and behavior research.Responsibilities:• Perform econometric, machine learning, and other quantitative analyses.• Technical model implementation and code optimization: Python and SQL.• Build and maintain ETL pipelines for user data on the back-end• Build and maintain systems to gather data in the front-end • Geospacial analyses with QGIS, geopandas, rasterio, etc.• Business metric identification and refinement• Ad hoc internal app creation using flask• Internal python library creation and maintenence• Alerting using Slack webhook integrationLanguages used:• Python • SQLalchemy • scikit-learn • geopandas • flask • pandas• Bash• SQL (postgres)• Javascript (Angular, other)Software and systems:• AWS• Vagrant• QGIS Show less

New York, New York

Senior research analyst in the international research function. Responsible for running the international trade forecast model with Mary Amiti and conducting economic research.• Operate the bank's international trade forecast/nowcast model.• Manage/clean datasets: including disaggregated commodity trade and regulatory banking data.• Perform econometric \& quantitative analyses: linear regression, logit/probit, time-series and panel techniques, elasticity estimation, ML… Show more Senior research analyst in the international research function. Responsible for running the international trade forecast model with Mary Amiti and conducting economic research.• Operate the bank's international trade forecast/nowcast model.• Manage/clean datasets: including disaggregated commodity trade and regulatory banking data.• Perform econometric \& quantitative analyses: linear regression, logit/probit, time-series and panel techniques, elasticity estimation, ML classification.• Technical model implementation and code optimization: Python, Stata, SQL, Julia.• Estimated elasticities of substitution using a LIML IV regression supplemented with a grid search.• Developed a method for locating school lat/longs in Colombia from partial addresses using Google maps APIs, GIS shapefiles (through Python and gdal), and fuzzy matching techniques.• Using TSQL and python, designed and implemented an ETL pipeline for loan-level data. It also produces charts/analyses and decomposes lending-market shifts into common and bank/firm idiosyncratic shocks using modified WLS, updating automatically with new data releases. Show less

Boulder, Co

Contributed to the development of the software product- a range of tools and datasets for traders in nodal power markets.•Helped manage SQL databases consisting of tick-level energy market data at thousands of nodes across the country as well as other nodal market financial data. This involved ensuring data quality and preparing it to be used in the software product.•Also helped map the US power grid into the product using QGIS georeferencing.•Kept the company up to date… Show more Contributed to the development of the software product- a range of tools and datasets for traders in nodal power markets.•Helped manage SQL databases consisting of tick-level energy market data at thousands of nodes across the country as well as other nodal market financial data. This involved ensuring data quality and preparing it to be used in the software product.•Also helped map the US power grid into the product using QGIS georeferencing.•Kept the company up to date on developments in nodal markets and regulation, as well as helping provided data solutions to adjust for these. Show less

• Cleaned large Chinese trade and grain price datasets using excel and stata• Built progrmas to quickly produce visualizations and basic analyses of data

Tutor of the Month my first full month.Tutor of the Year my first full year.Have tutored over 150 students in Economics and Mathematics.