Joseph P.

Key Skills

Software

CVAT

Top Subject Matter

Autonomous vehicle navigation / computer vision tracking

Top Data Types

Video

Image

Top Task Types

Tracking

Freelancer Overview

HITL (Human-in-the-Loop) Expert — Human-in-the-Loop at scale for AV computer vision model validation and tracking refine. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CVAT. Education includes Bachelor of Arts, Polytechnic University of the Philippines. AI-training focus includes data types such as Video and labeling workflows including Tracking.

Labeling Experience

HITL (Human-in-the-Loop) Expert — Human-in-the-Loop at scale for AV computer vision model validation and tracking refinement

CVATVideoTracking

Provided Human-in-the-Loop (HITL) validation and refinement for computer vision models used in autonomous vehicle (AV) navigation. Performed image-to-video tracking work by identifying dynamic objects in real-world environments to improve model safety and accuracy. Ensured labeled/tracked outputs supported reliable self-driving algorithm performance in operational settings. • Validated computer vision model predictions in a HITL workflow • Refined tracking quality for dynamic object identification • Used CVAT to manage complex image-to-video tracking tasks • Focused on safety and accuracy for AV navigation scenarios

2025 - Present

Education

Work History