Samwel M.

Key Skills

Software

No software listed

Top Subject Matter

AI & Data Annotation (bilingual/culturally relevant datasets)

Technical process documentation enabling data/AI workflows

Top Data Types

Image

Video

Medical Dicom

Top Task Types

Data Collection

Transcription

Question Answering

Prompt + Response Writing (SFT)

Freelancer Overview

Data Annotator — Beautiful Courts (Kenya). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Bachelor of Science, Kisii University (2018) and Kenya Certificate of Secondary Education, Flamingo Secondary School (2014). AI-training focus includes data types such as Text and Document and labeling workflows including Data Collection.

Labeling Experience

Data Annotator — Beautiful Courts (Kenya)

TextData Collection

Data annotator responsible for creating high-quality labeled datasets for AI training. Tasks involved annotating and labeling diverse datasets with attention to precision and cultural relevance for the target audience. Work emphasized scalability within AI data pipelines and producing consistent annotations. • Labeled diverse dataset samples for downstream model training • Ensured label quality with accuracy-focused review • Maintained culturally relevant outputs for Swahili/English contexts • Supported scalable AI data pipeline workflows

2025 - Present

Computer Specialist — Mwaki SACCO (Kenya)

DocumentData Collection

Computer specialist work included documenting technical processes and solutions that enabled internal use by end-users and the IT team. While not explicitly stated as data labeling, the role supported the operational groundwork for data handling and AI-related workflows through clear technical documentation. The contribution was oriented toward enabling repeatable processes and usability for stakeholders. • Documented technical processes and solution guides • Produced clear instructions for end-users and IT team • Improved repeatability of technical workflows relevant to data handling • Supported efficient adoption of documented solutions

2021 - 2024

Education

Work History