Elroy L.

Key Skills

Software

Other

Top Subject Matter

Ux Domain Expertise

consumer behavior

technology research studies

Top Data Types

Text

Audio

Image

Top Task Types

Transcription

Data Collection

Freelancer Overview

Independent Research Participant (Respondent.io). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Respondent.io and Other. Education includes N/A, Kenya Methodist University (2025). AI-training focus includes data types such as Text, Audio, and Computer Code and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

Digital Forensics & Data Analysis (Self-Study)

OtherData Collection

Conducted self-directed analysis to extract and interpret structured data from Android mobile environments. Worked with SQLite databases to examine and understand stored records using forensic and database tools. Supported data labeling-style preparation through systematic examination of extracted data structures. • Executed ADB commands for device data access and extraction • Queried and interpreted SQLite database contents • Used Autopsy and DB Browser for SQLite for structured examination • Documented findings to improve usable structured data outputs

2024 - Present

Transcription & Language Work (Independent)

OtherAudioTranscription

Transcribed Swahili-language audio content with strict attention to formatting conventions and transcription accuracy. Applied structured abbreviation and punctuation rules consistent with professional transcription standards. Maintained consistent processing and annotation of language data over extended tasks. • Produced verbatim or near-verbatim transcripts from audio • Applied consistent punctuation, spacing, and formatting rules • Used abbreviation conventions to standardize transcript text • Ensured accuracy and completeness for language data

2023 - Present

Independent Research Participant (Respondent.io)

Text

Participated in structured academic and commercial research studies requiring qualitative analysis and detailed responses. Worked on reading comprehension and articulation of user feedback to support study outcomes. Delivered thorough, high-clarity feedback that was positively rated by researchers for accuracy and consistency. • Provided qualitative responses based on research prompts • Performed structured review of study materials and questions • Communicated insights with attention to completeness • Received and aligned to researcher expectations through repeated tasks

2023 - Present

Education

Work History