Abel M.

Key Skills

Software

Other

Clickworker

Remotasks

Toloka

Top Subject Matter

LiDAR annotation for AI training (object detection, spatial data)

Data management and digitization (ICT support)

Census data collection and verification

Top Data Types

Document

Text

3D Sensor

Top Task Types

Object Detection

Classification

Data Collection

Bounding Box

Polygon

Segmentation

Cuboid

Text Generation

Evaluation/Rating

Freelancer Overview

Freelancer – AI Data Annotation & LiDAR Specialist. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science in Statistics, Egerton University (2025) and Professional Freelance Training, Generation Kenya Program (2024). AI-training focus includes data types such as Geospatial, Tiled Imagery, and Document and labeling workflows including Object Detection, Classification, and Data Collection.

Labeling Experience

Freelancer – AI Data Annotation & LiDAR Specialist

OtherObject Detection

Freelanced as an AI data annotation and LiDAR specialist, producing 2D and 3D LiDAR annotations for AI training workflows. Worked on tasks including object detection, spatial data analysis, and quality assurance to maintain labeling consistency. Delivered accurate annotations while collaborating with global remote teams to meet project expectations. • Annotated 2D and 3D LiDAR data for downstream model training • Performed object detection labeling and spatial data analysis • Conducted quality assurance checks to uphold accuracy • Coordinated with remote teams to maintain productivity and timelines

2023 - Present

ICT Attachment – Mombasa County Government

OtherDocumentClassification

Provided support for ICT operations with data management, digitization, and documentation activities. Performed record organization and administrative data handling that contributed to maintaining structured datasets for use within the organization. Focused on data verification and careful documentation to support operational continuity. • Assisted with digitization and documentation tasks • Organized and maintained records in administrative systems • Supported data management and verification activities • Contributed to maintaining structured data for downstream use

2023 - 2023

Enumerator – Kenya National Bureau of Statistics (KNBS)

OtherTextData Collection

Participated as an enumerator for Kenya National Bureau of Statistics (KNBS) in national census data collection and verification. Collected and verified data under strict deadlines to ensure completeness and correctness of records. Maintained professional attention to detail while working with structured data fields. • Collected census data according to assigned forms and procedures • Verified entries for accuracy and completeness • Worked under strict deadlines to meet data collection targets • Ensured high data quality through careful handling of records

2019 - 2019

Education

Work History