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Travine Memba

Travine Memba

AI Training Specialist | LLM Evaluator | AI Safety & Alignment Analyst

Kenya flagNairobi, Kenya
$15.00/hrIntermediateClickworkerMercorToloka

Key Skills

Software

ClickworkerClickworker
MercorMercor
TolokaToloka

Top Subject Matter

Large Language Models (LLMs)
AI Safety & Alignment
Legal Services & Contract Review

Top Data Types

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ImageImage
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Top Task Types

Segmentation
Classification
Question Answering
RLHF
Fine Tuning
Transcription
Evaluation Rating
Data Collection
Prompt Response Writing SFT
Text Summarization

Freelancer Overview

I have experience in AI training data workflows through structured evaluation, linguistic analysis, and quality control of model outputs. I regularly assess responses for factual accuracy, logical consistency and instruction adherence. I’m skilled in comparative evaluation (A/B ranking), hallucination detection, and producing clear, structured justifications. My work involves using tools like ChatGPT and Claude within annotation-style workflows, where I apply strict guidelines to refine outputs and improve overall model performance—closely aligning with RLHF and data labeling processes. What sets me apart is my ability to combine linguistic precision with structured reasoning. I’m fluent in both English and Swahili, which allows me to handle multilingual evaluation effectively. I’ve also designed and applied evaluation frameworks that ensure consistency and quality at scale. I pay close attention to edge cases, prioritize verified information, and adapt quickly to new systems, making me a reliable contributor in AI training environments where accuracy, clarity, and alignment are critical.

IntermediateEnglishSwahili

Labeling Experience

AI Training Specialist | LLM Evaluator | AI Safety & Alignment Analyst

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As an AI training and evaluation specialist, I conducted large language model (LLM) output assessments with a focus on factual accuracy and structured justifications. My work centered on evaluating LLM completions for reasoning quality, policy compliance, hallucination detection, and instruction adherence. I utilized annotation platforms and AI tools to support reinforcement learning from human feedback (RLHF) and multilingual evaluation tasks. • Assessed LLM outputs for factual correctness and edge cases. • Enforced guideline adherence and policy compliance in responses. • Generated comparative A/B rankings and detailed feedback. • Applied structured reasoning in English and Swahili evaluations.

As an AI training and evaluation specialist, I conducted large language model (LLM) output assessments with a focus on factual accuracy and structured justifications. My work centered on evaluating LLM completions for reasoning quality, policy compliance, hallucination detection, and instruction adherence. I utilized annotation platforms and AI tools to support reinforcement learning from human feedback (RLHF) and multilingual evaluation tasks. • Assessed LLM outputs for factual correctness and edge cases. • Enforced guideline adherence and policy compliance in responses. • Generated comparative A/B rankings and detailed feedback. • Applied structured reasoning in English and Swahili evaluations.

2024 - 2024

Education

K

Kibabii University

Bachelor of Arts in Education, English and Literature

Bachelor of Arts in Education
2020 - 2024

Work History

B

Bridge International Academy

Teacher and Academy Manager

Nairobi
2025 - 2026
K

Kibabii University

Student Leader and Martial Arts Trainer

Bungoma
2020 - 2024