Ashraf M.

Key Skills

Software

Other

Top Subject Matter

Text dataset auditing and data quality assurance (for AI training readiness)

Test-driven data validation and structured QA documentation for application data flows

AI-adjacent tutoring and structured instructional explanations (Python/cybersecurity)

Top Data Types

Text

Document

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Data Verification and Quality Assurance Analyst in Contract Review, Compliance, and Legal Research. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, University of Scholars (2021) and Higher Secondary Certificate, Rajdhani Ideal School and College (2021). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation, Rating, and Computer Programming.

Labeling Experience

Independent Practice — Data Verification & Quality Assurance Analysis (2024–Present)

OtherText

Performed manual verification and quality assurance on complex text-based datasets to ensure factual accuracy, structural integrity, and logical consistency across domains. Documented data integrity gaps, hidden inconsistencies, and source validity in structured logs aligned with strict compliance rubrics. Conducted edge-case audits and attribute checks with zero reliance on automation. • Manually evaluated edge cases to uncover hidden inconsistencies • Verified dataset attributes with strict attention to detail • Logged gaps in integrity, underlying errors, and source validity • Produced structured documentation for compliance review

2024 - Present

Mentor / Tutor (2023–Present)

OtherTextPrompt + Response Writing (SFT)

Mentored and tutored students using Python and cybersecurity concepts with a focus on translating complex technical material into structured, audience-appropriate explanations. Maintained meticulous, evidence-based tracking logs for learner interactions and outcomes. Delivered clear instructional rationales that support training-quality communication. • Mentored a master’s-level student in Python and cybersecurity concepts • Tutored HSC/SSC students in core topics with structured explanations • Produced clear, audience-appropriate technical rationales • Kept verifiable tracking logs for student learning records

2023 - Present

Multiple Full-Stack Projects — QA-Focused Project Development (2023–Present)

Other

Built and QA-tested multiple full-stack projects using manual validation workflows that emphasized data correctness and integrity. Verified authentication, data validation, and content publishing behaviors through structured manual test cycles and documentation. Produced evidence-based bug reports and fixes related to data flow, permissions, and categorization logic. • Executed manual test cases for authentication and data validation • Verified content publishing, categorization, and comments through repeated cycles • Identified and documented bugs in data flow and permission logic • Wrote structured documentation for bug reports and fixes

2023 - Present

Education

Work History