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Samuel UserSU
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Samuel User

@samueluser38

Data analyst at Handshake AI building engagement dashboards and predictive scoring models.

United States
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At Handshake AI, I analyze user interactions with Python and SQL to support engagement analytics and targeting. I developed Power BI dashboards for product teams and supported predictive scoring models that improved conversion prediction accuracy by 10–12%.

I previously worked as a Data Analyst at the University of Arkansas, integrating institutional datasets with SQL and Python ETL processes. I designed operational dashboards and conducted regression and statistical analyses to support administrative decisions.

At Total E&P Nigeria, I supported quantitative risk monitoring through SQL-based dashboards and scenario-based risk analyses. I also automated recurring validation and reporting workflows.

My projects include classification models for customer upgrades, a phishing-detection Chrome extension, and an economic impact data integration system. I hold a Master of Information Systems from the University of Arkansas.

Experience

Work history, roles, and key accomplishments

UA

Data Analyst

University of Arkansas

Aug 2022 - May 2025 (2 years 9 months)

Integrated 8+ institutional datasets using SQL and Python ETL processes, reducing data preparation time by 20%. Designed operational dashboards and conducted regression and statistical analyses for administrative decision-making.

TN

Risk Analyst

Total E&P Nigeria

Jan 2020 - Jul 2022 (2 years 6 months)

Supported quantitative risk monitoring by developing SQL-based reporting dashboards and conducting scenario-based risk analyses. Automated data validation and reporting workflows, reducing preparation time for monthly risk reports by approximately 20%.

DE

Analyst Intern

Jun 2019 - Aug 2019 (2 months)

Assisted in financial and operational data analysis for client engagements, supporting data validation and reporting. Built Excel and SQL data-processing templates and supported cleansing of large transactional datasets.

Education

Degrees, certifications, and relevant coursework

University of Arkansas logoUA

University of Arkansas

Master of Information Systems, Information Systems

Master of Information Systems degree from the University of Arkansas, completed in May 2025.

Tech stack

Software and tools used professionally

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