Samuel E.

Key Skills

Software

Don't disclose

Top Subject Matter

Forensic accounting

fraud detection

financial document review

Top Data Types

Document

Text

Top Task Types

Data Collection

Freelancer Overview

Forensic Accounting and Fraud Examination (Coursera) - training-style experience. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Microsoft Excel, and Power BI. Education includes Bachelor of Science, Renaissance University. AI-training focus includes data types such as Document, Computer Code, and Programming and labeling workflows including Data Collection.

Labeling Experience

Forensic Accounting and Fraud Examination (Coursera) - training-style experience

Don't discloseDocumentData Collection

Completed coursework in forensic accounting and fraud examination as part of a Google/Coursera learning track, emphasizing case-based review of financial information for detecting irregularities. Focused on understanding how to identify, categorize, and document potential fraud indicators from provided materials. Applied knowledge gaps to simulated analysis workflows that resemble data review and structured evidence gathering.• Reviewed and interpreted financial/accounting information for potential fraud patterns.• Practiced organizing findings into clear documentation-style outputs.• Used accounting concepts to guide what information to collect and how to assess it.• Built analytic understanding that supports labeling-style evidence classification tasks.

2025 - Present

Practical projects (Excel dashboard, Power BI visualizations, audit summary mock)

Data Collection

Worked on analytical and visualization projects that required organizing structured data for interpretation and review. Created an Excel-based financial dashboard to track sales and production trends, demonstrating the ability to structure datasets for consistent consumption. Developed sample audit summary and internal control review artifacts using standard procedures to guide evidence organization and review.• Built a dummy Excel dashboard for tracking sales and production trends.• Produced Power BI visualizations to interpret audit/financial data.• Designed an audit summary and internal control review sample from standard procedures.• Performed practical steps similar to organizing records and preparing them for labeled analysis.

2024

Introduction to Financial Accounting (Coursera) - foundational training

Don't discloseDocumentData Collection

Completed Introduction to Financial Accounting coursework to build baseline understanding of accounting concepts and financial statements. Used this knowledge to better interpret what different fields and records represent in financial datasets. Supported a learning pathway toward annotation-style classification by clarifying categories and definitions used in financial reporting.• Learned definitions and structure of financial statements and accounting records.• Connected concepts to how data fields are represented in reports and spreadsheets.• Improved ability to interpret dataset attributes for consistent categorization.• Prepared foundational knowledge for later audit summary and control review work.

2024

Excel for Accountants (Coursera) - practical data preparation and analysis

DocumentData Collection

Completed an Excel for Accountants learning track to improve data preparation, cleaning, and structured analysis of accounting datasets. Strengthened skills for transforming raw spreadsheet inputs into consistent formats suitable for downstream reporting and review. Developed a foundation for labeling-adjacent tasks such as organizing records, normalizing fields, and validating trends.• Practiced cleaning and structuring accounting data in Excel workbooks.• Built spreadsheet-based models to support consistent interpretation of metrics.• Learned how to prepare datasets for visualization and audit-style review.• Applied analytical checks that align with ensuring label quality and consistency.

2024

Education

Work History