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Byron Akongo

AI & Medical Content Contributor

KENYA flag
nairobi, Kenya
$8.00/hrIntermediateOtherClickworker

Key Skills

Software

Other
ClickworkerClickworker

Top Subject Matter

Medical/clinical Domain Expertise
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Data Collection

Freelancer Overview

AI & Medical Content Contributor. Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Diploma in Education Science, University of Kabianga (2023) and Kenya Certificate of Secondary Education, Orero High School (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

IntermediateFrenchEnglishSwedish

Labeling Experience

AI & Medical Content Contributor

Text
Reviewed and labeled clinical text datasets to create high-quality training data for language models. Ensured domain-appropriate annotations and consistent taxonomy while evaluating LLM outputs for medical accuracy, clarity, and safety. Designed and iterated prompts to improve relevance and reliability of clinical model outputs. • Compared model responses to authoritative evidence and flagged errors for remediation. • Implemented quality-evaluation workflows using Excel, Notion, and Google Workspace. • Collaborated with reviewers to refine annotation guidelines for consistency. • Tracked review findings and communicated corrections to the training team.

Reviewed and labeled clinical text datasets to create high-quality training data for language models. Ensured domain-appropriate annotations and consistent taxonomy while evaluating LLM outputs for medical accuracy, clarity, and safety. Designed and iterated prompts to improve relevance and reliability of clinical model outputs. • Compared model responses to authoritative evidence and flagged errors for remediation. • Implemented quality-evaluation workflows using Excel, Notion, and Google Workspace. • Collaborated with reviewers to refine annotation guidelines for consistency. • Tracked review findings and communicated corrections to the training team.

2025 - Present

Graduate Research Assistant

OtherTextData Collection
Conducted targeted literature searches and synthesized complex biomedical findings into concise annotated evidence. Supported dataset creation, model validation, and content accuracy checks for AI and language models. Generated annotated data from scientific articles to improve dataset quality for training and validation. • Utilized PubMed, ClinicalTrials.gov, and Google Scholar for evidence gathering. • Summarized key findings that supported annotation and validation pipelines. • Collaborated remotely with academic teams to ensure domain relevance. • Focused on biomedical and clinical subject matter for annotation tasks.

Conducted targeted literature searches and synthesized complex biomedical findings into concise annotated evidence. Supported dataset creation, model validation, and content accuracy checks for AI and language models. Generated annotated data from scientific articles to improve dataset quality for training and validation. • Utilized PubMed, ClinicalTrials.gov, and Google Scholar for evidence gathering. • Summarized key findings that supported annotation and validation pipelines. • Collaborated remotely with academic teams to ensure domain relevance. • Focused on biomedical and clinical subject matter for annotation tasks.

2025 - 2016

Education

A

AI Training

DATA ANOTATION, DATA ANNOTATION

DATA ANOTATION
2023 - 2025
O

Orero High School

Kenya Certificate of Secondary Education, General Secondary Education

Kenya Certificate of Secondary Education
2019 - 2022

Work History

S

solo anotates

DATA MANAGER

Nairobi
2025 - 2026
M

Mirogi Primary School

Primary School Teacher

N/A
2025 - 2025