Jonathan Lebechi

Key Skills

Software

Other

Labelbox

CVAT

Top Subject Matter

General AI/ML Training Data

Computer Vision/Object Recognition

Top Data Types

Text

Image

Top Task Types

Classification

Object Detection

Segmentation

Freelancer Overview

Remote Data Contributor – Outlier via Multimango. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, Labelbox, and CVAT. Education includes Bachelor of Science, E.C.O.T.E.S (2021). AI-training focus includes data types such as Text, Image, and Multimodal and labeling workflows including Classification, Object Detection, and Segmentation.

Labeling Experience

Remote Data Contributor – Outlier via Multimango

OtherTextClassificationObject Detection

As a Remote Data Contributor at Outlier via Multimango, I annotated text, image, and multimodal datasets for AI training initiatives. I ensured dataset quality by adhering strictly to comprehensive annotation guidelines. My responsibilities included accuracy checks, iterative feedback, and coordination with remote teams. • Performed classification, detection, and segmentation tasks • Delivered guideline-compliant annotated datasets • Collaborated remotely with diverse teams to meet project goals • Conducted detailed quality assurance reviews

As a Remote Data Contributor at Outlier via Multimango, I annotated text, image, and multimodal datasets for AI training initiatives. I ensured dataset quality by adhering strictly to comprehensive annotation guidelines. My responsibilities included accuracy checks, iterative feedback, and coordination with remote teams. • Performed classification, detection, and segmentation tasks • Delivered guideline-compliant annotated datasets • Collaborated remotely with diverse teams to meet project goals • Conducted detailed quality assurance reviews

2024 - 2025

Freelance Image Annotation Projects – Independent

LabelboxImageObject DetectionClassification

As an independent freelancer, I carried out image annotation projects focused on object detection, classification, and segmentation. I utilized tools like Labelbox and CVAT to prepare datasets for machine learning training. The work required rigorous attention to quality and detail for AI reliability. • Applied bounding box and segmentation labels on images • Used Labelbox and CVAT for efficient annotation • Ensured annotation quality via systematic QA checks • Delivered high-quality datasets for object detection and classification

As an independent freelancer, I carried out image annotation projects focused on object detection, classification, and segmentation. I utilized tools like Labelbox and CVAT to prepare datasets for machine learning training. The work required rigorous attention to quality and detail for AI reliability. • Applied bounding box and segmentation labels on images • Used Labelbox and CVAT for efficient annotation • Ensured annotation quality via systematic QA checks • Delivered high-quality datasets for object detection and classification

2023 - 2024

Education

Work History