Victor M.

Key Skills

Software

Labelbox

Top Subject Matter

Spatial Domain Expertise

Infrastructure Domain Expertise

operational datasets

Top Data Types

Text

Document

Image

Top Task Types

Classification

Bounding Box

Polygon

Freelancer Overview

With hands-on experience in data entry, classification, and quality control across multiple professional roles, I bring a strong foundation in the core competencies of data labelling and AI training data work. At Infinity Industrial Park, I labelled and annotated datasets following structured classification guidelines, reviewed outputs for accuracy, and developed documentation templates that standardised data capture processes. During Kenya's 2022 General Elections with the IEBC, I managed high-volume voter record verification and ballot data reconciliation under strict procedural guidelines and tight deadlines, demonstrating the precision and consistency that quality AI training data demands. What sets me apart is a combination of academic grounding in graphic design and visual communication, which sharpens my ability to evaluate and annotate image and visual data with a trained eye, alongside a proven track record of maintaining accuracy in repetitive, high-stakes data tasks. I am experienced working in remote and asynchronous environments, quick to absorb new labelling schemas and tools, and deeply committed to producing outputs that meet the quality benchmarks essential for reliable AI model training. I am eager to bring this skill set to contribute meaningfully to advancing AI systems through high-quality, human-generated data.

Labeling Experience

Data Annotation Specialist, Infinity Industrial Park (Nairobi)

Classification

Annotated spatial, infrastructure, and operational records to support analytical and reporting workflows. Applied structured classification guidelines to ensure accuracy and consistency across large volumes of data. Conducted reviews and quality checks to identify, correct, and prevent errors in labeled outputs. • Labeled spatial/infrastructure/operational dataset elements using provided classification rules • Verified annotated outputs through quality assurance checks • Corrected discrepancies to maintain high data integrity • Standardized documentation templates to improve dataset reliability for downstream analysis

2024 - 2024

Data Entry & Quality Control Officer, Independent Electoral Commission of Kenya (IEBC)

Document

Entered, verified, and performed quality control on voter records and ballot data for Kenya’s 2022 General Elections. Classified, validated, and reconciled large volumes of structured data across multiple polling stations. Followed strict procedural guidelines to ensure accuracy and consistency in a high-stakes environment. • Performed data entry and verification of voter and ballot records • Conducted quality assurance checks to detect issues • Classified and reconciled structured data under time-sensitive conditions • Maintained precision and zero-tolerance standards for labeling quality

2022 - 2022

Data Labelling & Content Reviewer, AfriPeak (Nairobi)

TextClassification

Reviewed, categorized, and labeled marketing and product content for promotional campaigns and stakeholder communications. Evaluated content for accuracy, relevance, and compliance with defined classification criteria. Provided structured feedback on discrepancies to ensure consistent tagging and categorization quality. • Applied consistent tagging and categorization standards across diverse marketing/product content • Assessed content against accuracy, relevance, and compliance requirements • Identified discrepancies and delivered structured feedback • Ensured outputs met quality benchmarks across corporate and sales contexts

2022 - 2022

Education

Work History