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G

Gadiel Sayumwe

Junior Research Analyst

Tanzania flagDodoma, Tanzania
$10.00/hrIntermediateAppenOneformaRemotasks

Key Skills

Software

AppenAppen
OneFormaOneForma
RemotasksRemotasks
Scale AIScale AI
TelusTelus

Top Subject Matter

AI Evaluation
LLM Alignment
Logical Reasoning

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

SegmentationSegmentation
ClassificationClassification
Object DetectionObject Detection
Question AnsweringQuestion Answering
TranscriptionTranscription

Freelancer Overview

Junior Research Analyst. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of Washington. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishSwahili

Labeling Experience

Junior Research Analyst

Text
As a Junior Research Analyst at Apex Analytical Group, I evaluated large language models (LLMs) for logical consistency, realism, and safety. My work included reviewing research scenarios, annotating cause-effect reasoning, and defining gold standard data for AI systems. I collaborated with developers to refine metrics that improve AI alignment and reliability. • Conducted detailed reviews of LLM outputs and research scenarios for logical and factual accuracy. • Annotated and documented cause-effect relationships and gold-standard reasoning paths. • Prevented errors by identifying missing assumptions and failures in AI reasoning processes. • Refined evaluation metrics with technical teams to maximize model performance and coverage.

As a Junior Research Analyst at Apex Analytical Group, I evaluated large language models (LLMs) for logical consistency, realism, and safety. My work included reviewing research scenarios, annotating cause-effect reasoning, and defining gold standard data for AI systems. I collaborated with developers to refine metrics that improve AI alignment and reliability. • Conducted detailed reviews of LLM outputs and research scenarios for logical and factual accuracy. • Annotated and documented cause-effect relationships and gold-standard reasoning paths. • Prevented errors by identifying missing assumptions and failures in AI reasoning processes. • Refined evaluation metrics with technical teams to maximize model performance and coverage.

2023 - Present

Content Quality Assurance Specialist

Text
As a Content Quality Assurance Specialist at Beacon Tech Solutions, I performed quality audits and logical reviews for structured datasets used in AI training workflows. My tasks included validating automated data structures, identifying contradictions, and suggesting improvements for model policy frameworks. I designed edge case scenarios to test and strengthen AI system robustness. • Audited structured data sets and reviewed for logical flaws and inconsistencies. • Created edge case scenarios to uncover vulnerabilities in decision-making models. • Used JSON formats to validate automated logic and task instructions. • Reported system weaknesses with actionable logic-based recommendations.

As a Content Quality Assurance Specialist at Beacon Tech Solutions, I performed quality audits and logical reviews for structured datasets used in AI training workflows. My tasks included validating automated data structures, identifying contradictions, and suggesting improvements for model policy frameworks. I designed edge case scenarios to test and strengthen AI system robustness. • Audited structured data sets and reviewed for logical flaws and inconsistencies. • Created edge case scenarios to uncover vulnerabilities in decision-making models. • Used JSON formats to validate automated logic and task instructions. • Reported system weaknesses with actionable logic-based recommendations.

2021 - 2022

Education

U

University of Washington

Bachelor of Science, Cognitive Science

Bachelor of Science
Not specified

Work History

B

Beacon Tech Solutions

Content Quality Assurance Specialist

Seattle
2021 - 2022