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Jacob M.

Jacob M.

Mechatronics Engineer | Physics & AI Training Specialist

Kenya flagNairobi, Kenya

Key Skills

Software

No software listed

Top Subject Matter

Strongest Subject Matter Areas:
Physics
Mechatronics Engineering
Industrial Automation
Control Systems Engineering

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Text SummarizationText Summarization
DiagnosisDiagnosis
Object DetectionObject Detection
Action RecognitionAction Recognition
Text GenerationText Generation
RelationshipRelationship

Freelancer Overview

I have previously worked on a project involving the evaluation and improvement of AI-generated content, where my responsibilities included reviewing model responses for accuracy, reasoning quality, factual consistency, and adherence to project guidelines. The work required identifying errors in AI outputs, rating responses against established quality criteria, providing detailed feedback, and helping improve the overall performance of large language models. I also participated in tasks involving prompt evaluation, response comparison, content validation, and the assessment of complex technical and educational material. My background in engineering proved valuable in these projects because many tasks required analytical thinking, logical reasoning, and attention to detail. I regularly evaluated responses involving mathematics, science, and technical concepts, ensuring that solutions were accurate, well-reasoned, and aligned with domain-specific requirements. Through this experience, I became familiar with AI training workflows, annotation standards, quality assurance processes, and the importance of producing consistent, objective evaluations that contribute to the development of more reliable AI systems.

Labeling Experience

Yes

Yes. I have experience contributing to AI training and evaluation projects involving the assessment of AI-generated responses for accuracy, reasoning quality, factual consistency, and guideline compliance. My work included comparing model outputs, rating response quality, identifying errors, providing feedback, and helping improve model performance. Additionally, my engineering background has strengthened my analytical skills, attention to detail, and ability to evaluate complex technical content according to established quality standards.

Not specified

Education

B

Bachelor of Science in Mechatronics Engineering, Dedan Kimathi University of Technology (2023)

Degree not specified

Not specified
Not specified

Work History

C

Company not specified

As a Production Engineer, I analyzed manufacturing processes, monitored production performance, interpreted operational

Location not specified
Not specified