Martin M.

Key Skills

Software

Other

Top Subject Matter

Academic research writing and content quality review

Web application data validation and structured data quality checks

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Computer Programming/Coding

Data Collection

Transcription

Text Generation

Text Summarization

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance Academic Researcher & Writer (Remote). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, N/A. AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

Freelance Academic Researcher & Writer (Remote)

OtherText

Performed content quality review by proofreading and editing text for grammar, clarity, factual accuracy, and adherence to detailed task instructions. Conducted source and claim cross-checking for accuracy and originality, aligning with fact-checking and content-moderation style review. Handled high volumes under tight deadlines while maintaining consistency with provided formatting and referencing rules. • Reviewed and validated written outputs against client guidelines and rubrics • Checked factual claims through source verification and cross-referencing • Ensured formatting, referencing, and word-count compliance for deliverables • Managed throughput and quality under deadline pressure for multiple clients

2023 - Present

Freelance Full-Stack Developer (Remote)

Other

Validated structured application data for accuracy and consistency by inspecting and checking outputs against expected results. Compared actual outputs to expected outcomes using systematic verification logic similar to labeling and quality-rating workflows. Followed detailed client briefs and revised work based on structured feedback, akin to working against task rubrics or annotation guidelines. • Validated structured transaction/request/response data against formatting, edge cases, and compliance rules • Implemented testing and debugging workflows using expected-vs-actual comparisons • Applied client task rubrics and iterated based on structured feedback • Managed multiple remote client projects while meeting deadlines

2022 - Present

Education

Work History