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Wesley Munywoki

AI Trainer & Data Annotation Specialist (ICT Officer, Kenya Medical Training College)

Kenya flagNairobi, Kenya
$17.00/hrIntermediateRemotasksAws Sagemaker

Key Skills

Software

RemotasksRemotasks
AWS SageMakerAWS SageMaker

Top Subject Matter

AI Training
Model Evaluation
Dataset Creation

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

Bounding Box
RLHF
Red Teaming
Prompt Response Writing SFT
Text Generation
Object Detection

Freelancer Overview

AI Trainer & Data Annotation Specialist (ICT Officer, Kenya Medical Training College). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Diploma in Technical Trainer Education, Kenya School of TVET (2026) and Bachelor of Science, Multimedia University of Kenya (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishSwahili

Labeling Experience

AI Trainer & Data Annotation Specialist (ICT Officer, Kenya Medical Training College)

Text
As an AI Trainer, I evaluated system outputs for accuracy, consistency, and overall model performance. I applied rubric-based frameworks to assess and improve AI-generated responses and supported RLHF and SFT workflows for supervised model training. I created structured feedback and constructed datasets for model fine-tuning and research analysis. • Designed and assessed prompts for diverse AI scenarios. • Analyzed model failures including bias, hallucination, and logic errors. • Documented technical findings and collaborated with stakeholders for continuous improvement. • Applied digital tools for annotation, AI output evaluation, and structured data creation.

As an AI Trainer, I evaluated system outputs for accuracy, consistency, and overall model performance. I applied rubric-based frameworks to assess and improve AI-generated responses and supported RLHF and SFT workflows for supervised model training. I created structured feedback and constructed datasets for model fine-tuning and research analysis. • Designed and assessed prompts for diverse AI scenarios. • Analyzed model failures including bias, hallucination, and logic errors. • Documented technical findings and collaborated with stakeholders for continuous improvement. • Applied digital tools for annotation, AI output evaluation, and structured data creation.

2023 - 2025

Education

K

Kenya School of TVET

Diploma in Technical Trainer Education, Technical Trainer Education

Diploma in Technical Trainer Education
2025 - 2026
M

Multimedia University of Kenya

Bachelor of Science, Information Technology

Bachelor of Science
2016 - 2020

Work History

K

Kenya Medical Training College

ICT Officer

Nairobi
2023 - Present
M

Ministry of Education

ICT Officer

Nairobi
2022 - 2022