Edwin ndungu
@edwinndungu
I build financial models and evaluate AI outputs using Python, SQL, Excel, and rigorous data-quality checks.
QatarWhat I'm looking for
I've evaluated AI-generated insurance outputs at Outlier, identifying errors, inconsistencies, and recurring patterns while delivering actionable feedback against detailed quality standards.
At Meta, I built and tested AI-assisted tools and analytical workflows, developed automated testing processes, and translated backend performance findings into improvements. At Amazon, I created Python data-processing scripts, validated large datasets, and partnered with AI teams to assess recommendation algorithm performance.
I've also built independent financial analysis projects spanning three-statement modeling, DCF valuation, budgeting, variance analysis, forecasting, and financial data automation.
Experience
Work history, roles, and key accomplishments
AI Insurance Evaluator
Outlier
Sep 2023 - Jan 2025 (1 year 4 months)
Reviewed and evaluated AI-generated outputs against detailed quality and accuracy standards. Performed structured quality checks to identify errors, inconsistencies, and recurring patterns.
Education
Degrees, certifications, and relevant coursework
University of California, Berkeley
Bachelor of Science, Computer Science
Bachelor of Science in Computer Science from the University of California, Berkeley.
Availability
Location
QatarAuthorized to work in
KenyaJob categories
Skills
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