Seth Baldwin Email & Phone Number

San Francisco, California, Us

Applied AI- Built ML-based customer-facing products for spend management software to improve user experience and increase compliance.- Developed internal tooling to evaluate the performance of LLMs and ReAct agents. Tooling used by AI org to increase developer productivity, improve model performance, and prevent regressions.Fincrime- Worked with cross functional partners to determine effective fraud prevention policies while enabling growth.- Developed machine learning models to improve and automate business decisions relating to fraud risk.- Responsible for entire model development process including data set generation, exploratory analysis, feature engineering, model training, evaluation, deployment, monitoring and alerting, and analysis of business impact. - Supported engineering pipeline which pulled, stored, transformed, and fed data into model in production. - Work demonstrated clear impact: after deploying new version of model and adjusting related policies, fraud losses dropped by around $1 million per month.

New York, New York, Us

- Trained and deployed machine learning models to predict chemical stability of consumer product goods. - Productionized models by building supporting infastructure using REST APIs (Python and Cython) deployed with kubernetes.- Developed internal tooling to compare and rank products based on chemical similarity. Tooling was used for contingency planning, claims bridging, manufacturing risk assessment, and research and development.- Full stack software development including backend APIs to pull and transform data (Python and Cython) and frontend apps (React JS).

Lewisburg, Pa, Us

Taught single and multivariable calculus.

Chapel Hill, Nc, Us

Research:- Performed and published research in algebraic geometry and representation theory.- Presented research in seminars at Rutgers University, University of Virginia, Virginia Tech, Ohio State University, Duke University, NC State University, UC Davis, the AMS and MAA joint mathematics meeting, and several AMS sectional meetings.- Regularly attended mathematics conferences across the US and internationally to stay engaged with research community.- Experience using Python, SageMath, and Mathematica to perform calculations used to formulate conjectures for research projects.Teaching:- Served as instructor with full course responsibilities, including lecturing, curriculum development, writing and grading exams, and holding office hours, for the following courses:Linear Algebra for Applications (Summer 2017), Discrete Mathematics (Spring 2017, Spring 2016, and Fall 2015), Calculus of Functions of Several Variables (Summer 2015), Calculus of Functions of One Variable I (Summer 2014).- Ran week-long Graduate Student Bootcamp on Linear Algebra for incoming students (Summer 2016).Fellowships:- Dissertation Completion Fellowship, Fall 2017 and Spring 2018.- Summer Research Fellowship, Summer 2016.- Graduate Assistance in Areas of National Need (GAANN) fellowship, Spring 2016.- Merit Assistantship Fellowship, Fall 2013 and Spring 2014.

Philadelphia, Pennsylvania, Us

Taught College Algebra, assisted with various mathematics courses.

Doctor Of Philosophy - Phd, Mathematics

Master'S Degree, Mathematics

Bachelor'S Degree, Mathematics

Jazz Performance