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Kanyua Peter

Kanyua Peter

Mathematics Tutor - Online Education

KENYA flag
Nairobi, Kenya
$18.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage

Top Label Types

Prompt Response Writing SFT

Freelancer Overview

I am currently pursuing a Bachelor’s degree in Mathematics, with a strong foundation in calculus, linear algebra, probability, statistics, and mathematical modeling. My academic projects have involved real-world data analysis and simulation using Python (NumPy, pandas, Matplotlib) and R, where I developed skills in data organization, hypothesis testing, and statistical reporting. I am proficient with tools such as MATLAB, Wolfram Mathematica, Excel, and Google Sheets, and have experience creating clear, structured datasets and visualizations. My background in mathematical modeling and applied data science, combined with my attention to detail and analytical mindset, makes me well-suited for roles in data labeling, annotation, and AI training data preparation. I am eager to contribute my technical skills and passion for accuracy to help build high-quality datasets for AI and machine learning projects.

ExpertEnglish

Labeling Experience

AI Data Annotation Specialist – Handshake AI (Project Hedgehog)

OtherImagePrompt Response Writing SFT
Worked on Project Hedgehog with Handshake AI, focusing on training and improving large language models through high-quality data annotation and evaluation. Tasks included Named Entity Recognition (NER), prompt and response writing (SFT), RLHF-based response ranking, and qualitative evaluation of AI-generated outputs for accuracy, coherence, and safety. Contributed to dataset refinement by identifying inconsistencies, bias, and factual errors. Maintained strict quality control standards, meeting weekly performance benchmarks and adhering to detailed annotation guidelines. The project involved reviewing and annotating thousands of text samples across multiple domains to enhance model reliability and contextual understanding

Worked on Project Hedgehog with Handshake AI, focusing on training and improving large language models through high-quality data annotation and evaluation. Tasks included Named Entity Recognition (NER), prompt and response writing (SFT), RLHF-based response ranking, and qualitative evaluation of AI-generated outputs for accuracy, coherence, and safety. Contributed to dataset refinement by identifying inconsistencies, bias, and factual errors. Maintained strict quality control standards, meeting weekly performance benchmarks and adhering to detailed annotation guidelines. The project involved reviewing and annotating thousands of text samples across multiple domains to enhance model reliability and contextual understanding

2025

Education

B

Broward College

Bachelor of Science, Mathematics

Bachelor of Science
2023 - 2027
B

Broward College

Mathematical science, Mathematical science

Mathematical science
2022 - 2025

Work History

F

Freelance

Mathematics Tutor

Milwaukee
2023 - Present