PMPeter Mulwa
@petermulwa1
Master of Accountancy student skilled in finance, QA, and accounting controls.
United StatesWhat I'm looking for
I am a Master of Accountancy student at the University of Massachusetts Amherst with a Bachelor of Commerce in Finance, combining formal finance education with practical QA experience on AI training projects.
I have worked as an AI training and evaluation analyst and data annotation and QA specialist, scoring AI outputs against detailed rubrics and reviewing finance and accounting responses for numerical accuracy and logical consistency.
My strengths include advanced Microsoft Excel (PivotTables, XLOOKUP/VLOOKUP, IF/IFS), disciplined documentation, audit-ready reconciliation, and an accounting control mindset that emphasizes data integrity and root-cause thinking.
I am detail-oriented, comfortable working remotely on freelance and project-based engagements, and focused on roles that leverage my finance operations knowledge, QA experience, and ability to improve dataset and reporting reliability.
Experience
Work history, roles, and key accomplishments
AI Training and Evaluation Analyst
Outlier (Scale AI)
Jan 2025 - Present (1 year)
Scored AI-generated finance and accounting outputs using detailed rubrics and documented decisions to support calibration and quality assurance, improving dataset reliability and consistency.
Data Annotation and QA Specialist
Remotasks (Scale AI)
Jan 2025 - Present (1 year)
Completed structured labeling and QA for finance-related datasets with high guideline compliance, corrected inconsistencies, and maintained task notes to reduce rework.
HAManaged a finance and accounting job-search pipeline for graduate students, tailoring resumes to roles and tracking applications and interviews to improve placement outcomes.
Education
Degrees, certifications, and relevant coursework
UAUniversity of Massachusetts Amherst
Master of Accountancy, Accounting
Pursuing a Master of Accountancy with coursework in advanced accounting, US GAAP, and financial reporting; expected graduation in 2028.
National University
Bachelor of Commerce, Finance
Completed a Bachelor of Commerce with a Finance option, covering financial analysis, budgeting, and foundational accounting concepts.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
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