Bedan M.

Key Skills

Software

Don't disclose

LabelImg

Top Subject Matter

Election/voter education and verification (field research data collection)

Agricultural research (field research data collection)

Research data collection and preparation

Top Data Types

Text

Document

Top Task Types

Data Collection

Freelancer Overview

Experienced research analyst with over 4 years in marketing research and 2 years in qualitative research, bringing strong analytical precision and attention to detail to AI training data and data labeling work. Proficient in qualitative research methods and statistical analysis, with a proven ability to interpret, categorize, and evaluate complex information accurately — skills that translate directly into high-quality data annotation and model training support. Known for delivering clear, well-structured outputs and actionable insights, with expertise in stakeholder communication and report generation. Adept at working independently and collaboratively in fast-paced, results-driven environments, making me a reliable contributor to AI data pipelines that demand consistency, critical thinking, and thoroughness.

Labeling Experience

Qualitative and Quantitative Field Interviewer — SPARD Africa (Nairobi, Kenya)

TextData Collection

Conduct qualitative and quantitative household survey work involving facilitation of focus groups and interviews. Assist in manuscript preparation by ensuring collected data are properly supported for reporting and technical follow-through. Provide technical assistance to support baseline survey execution and reliable data capture. • Facilitated focus groups and one-on-one interviews • Supported baseline household survey using qualitative and quantitative methods • Contributed to manuscript preparation from collected research • Provided technical assistance for study execution

2020 - Present

Field Research Assistant — ETC Consultancy

Don't discloseTextData Collection

Collected, edited, processed, and coordinated research data as a field research assistant. Performed field interviews following study protocols and recorded research data using specified procedures. Supported downstream analysis and manuscript preparation by ensuring data were complete and well organized. • Collected and processed research data in the field • Edited and coordinated research data for usability • Conducted interviews according to study protocols • Recorded data following specified procedures for analysis

2019 - 2019

Field Research Assistant — Kenya Agricultural and Livestock Research Organization (KALRO)

Don't discloseTextData Collection

Led a team and coordinated research data collection for agricultural/livestock-related studies. Conducted field interviews in line with study requirements and ensured accurate recording of research data. Maintained protocol compliance and data quality throughout the data collection process. • Coordinated a team for research data collection • Conducted field interviews according to study requirements • Ensured accurate data recording and protocol adherence • Supported preparation of research outputs from collected data

2018 - 2018

Ward Voter Educator — Independent Elections and Boundaries Commission (Nyeri, Kenya)

Don't discloseTextData Collection

Collected and recorded research data during field interviews under study protocols for election-related voter education and verification activities. Supported accurate transcription and documentation of responses collected in the field. Organized and managed collected materials to ensure quality and adherence to procedures. • Conducted field interviews following specified requirements • Ensured accurate data recording aligned with study protocols • Coordinated data collection activities in the field • Supported documentation for voter verification and education workflows

2017 - 2017

Education

Work History