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I

Ian Ngesa

AI-Robotics Trainer

Kenya flagNairobi, Kenya
$10.00/hrIntermediateMicro1Toloka

Key Skills

Software

Micro1
TolokaToloka

Top Subject Matter

AI and Robotics
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
Computer Code ProgrammingComputer Code Programming
DocumentDocument

Top Task Types

ClassificationClassification
Text GenerationText Generation
Text SummarizationText Summarization
TranscriptionTranscription

Freelancer Overview

AI-Robotics Trainer. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Certificate in Software Development, GOMYCODE (2024) and Bachelor of Science in Information Technology, KCA University (2024). AI-training focus includes data types such as Text and labeling workflows including Classification.

IntermediateEnglishSwahili

Labeling Experience

AI-Robotics Trainer

TextClassification
As an AI-Robotics Trainer, I annotated, reviewed, and structured data to support AI and robotics model training. I applied detailed guidelines and evaluation rubrics to ensure high-quality outputs. I identified inconsistencies, edge cases, and ambiguities in datasets and flagged them for improvement. • Worked independently in a remote, asynchronous environment • Contributed to improving model performance through accurate and consistent labeling • Ensured strict adherence to prescribed quality benchmarks • Focused on structured data workflows and rule-based evaluation processes.

As an AI-Robotics Trainer, I annotated, reviewed, and structured data to support AI and robotics model training. I applied detailed guidelines and evaluation rubrics to ensure high-quality outputs. I identified inconsistencies, edge cases, and ambiguities in datasets and flagged them for improvement. • Worked independently in a remote, asynchronous environment • Contributed to improving model performance through accurate and consistent labeling • Ensured strict adherence to prescribed quality benchmarks • Focused on structured data workflows and rule-based evaluation processes.

2026 - Present

Education

S

Strathmore University

Certificate in Data Protection, Data Protection

Certificate in Data Protection
2024 - 2024
G

GOMYCODE

Certificate in Software Development, Software Development

Certificate in Software Development
2024 - 2024

Work History

E

Eventlify

Freelance Developer

Nairobi
2025 - 2025
N

New Gen Codes

UI/UX Designer

Nairobi
2025 - 2025