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Sam RusselSR
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Sam Russel

@samrussel

I’m a data analyst turning ambiguous problems into trusted production insights.

United States
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What I'm looking for

I’m looking to own ambiguous, high-impact data problems end-to-end—building the pipelines and analytics infrastructure first, then delivering trusted outputs through clear dashboards and adoption support as the scope evolves.

I’m a data analyst with five years of experience taking ambiguous, high-ownership data problems from zero to production. I’m comfortable building analytical infrastructure from scratch, translating messy or fragmented data into reliable outputs stakeholders trust, and expanding scope as a project grows.

At Ally Financial, I co-led the design and build of an AI-powered natural language querying tool on Snowflake, owning the technical direction alongside a partner. I worked through significant ambiguity to generate accurate, reliable SQL against a specific data model, iterating on prompt design and query logic until the tool could be trusted with real business questions. I also took ownership of onboarding and adoption across data operations teams, running office hours and training so non-technical colleagues could rely on the workflow independently.

Experience

Work history, roles, and key accomplishments

Ally Financial logoAF
Current

Senior AI Developer

Feb 2026 - Present (6 months)

Co-led the design and build of an AI-powered natural language querying tool on Ally's Snowflake data from the ground up, owning technical direction. Iterated on prompt design and query logic to generate accurate, reliable SQL for real business questions, and supported adoption through training and office hours.

SC
Current

ESL Tutor

Siena Literacy Center

Jan 2026 - Present (7 months)

Provided weekly one-on-one English language tutoring for adult learners. Built tailored lesson plans and adapted communication style to support students’ goals.

VM
Current

Youth Mentor/Ambassador

Vista Maria

Oct 2024 - Present (1 year 10 months)

Provided weekly mentorship to residents by offering consistent emotional support and serving as an advocate and role model. Transitioning to the Ambassador Program to learn community needs, build connections, and raise awareness for Vista Maria’s mission.

Ally Financial logoAF

Enterprise Data and Analytics Analyst

Sep 2022 - Feb 2026 (3 years 5 months)

Owned data quality vetting for an enterprise customer data consolidation initiative, building validation frameworks from scratch for multiple business lines. Translated fragile Excel-based workflows into Sigma dashboards, and conducted exploratory/statistical analyses on Snowflake datasets to deliver executive-ready reports and self-serve dashboards.

US

Research Assistant

University of Michigan School for Environment and Sustainabi

Sep 2017 - Aug 2019 (1 year 11 months)

Cleaned and catalogued large-scale survey data in OpenRefine and modeled variable relationships in R as part of a dataset built from nearly 15,000 household surveys. Synthesized patterns across household interviews using statistical concepts and presented findings to mixed technical and non-technical audiences.

Education

Degrees, certifications, and relevant coursework

Johns Hopkins University logoJU

Johns Hopkins University

Certificate in Applied Generative AI, Applied Generative AI

2025 - 2026

Certificate in Applied Generative AI at Johns Hopkins University (remote) for 100 hours (10 CEUs) from 2025–2026.

University of Michigan logoUM

University of Michigan

Master of Applied Data Science, Applied Data Science

2022 - 2025

Grade: GPA: 3.96/4.0

Master of Applied Data Science at the University of Michigan (remote) from 2022–2025 (GPA: 3.96/4.0).

University of Michigan logoUM

University of Michigan

Bachelor of Science in Information, Information

2017 - 2021

Grade: GPA: 3.95/4.0

Bachelor of Science in Information at the University of Michigan (2017–2021) with a minor in Statistics (GPA: 3.95/4.0).

Tech stack

Software and tools used professionally

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