Timothy F.

Key Skills

Software

Remotasks

Toloka

Clickworker

Top Subject Matter

Autonomous Vehicles

Spatial Reasoning

Legal Services & Contract Review

Top Data Types

3D Sensor

Text

Document

Top Task Types

Bounding Box

Freelancer Overview

Independent AI Spatial Data Annotator. Brings 10+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Remotasks, Toloka, and Clickworker. Education includes Diploma in Frontend Engineering, Altschool Africa (2024) and Bachelor of Science, University of Benin (2023). AI-training focus includes data types such as 3D Sensor and labeling workflows including Bounding Box.

Labeling Experience

Independent AI Spatial Data Annotator

Remotasks3D SensorBounding Box

As an Independent AI Spatial Data Annotator, I performed precision 3D bounding box annotation and semantic segmentation on LiDAR point-cloud datasets. My main focus was on training AI models for depth, volume, and environmental perception within autonomous vehicle contexts. This role also involved cleaning and validating raw sensor data to ensure high-fidelity digital-twin environments for model training. • Executed 3D spatial logic through bounding box and segmentation tasks. • Labeled and validated LiDAR point-cloud data for spatial AI models. • Directly contributed to autonomous vehicle training datasets. • Ensured removal of sensor noise to preserve data integrity.

2023 - 2024

Education

Work History