Lloyd A.

Key Skills

Software

Remotasks

Don't disclose

Top Subject Matter

LiDAR data quality assurance and annotation review for AI datasets

Generative AI model training and evaluation for video game development

Top Data Types

Video

Top Task Types

Bounding Box

Polygon

Segmentation

Point/Key Point

Cuboid

Object Detection

Freelancer Overview

Remotasks - Philippine Quality Assistant (Analyzing and annotating LiDAR data; reviewing task quality). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks and Don't disclose. Education includes Bachelor of Science, Negros Oriental State University - Bayawan - Sta.Catalina Campus (2024). AI-training focus includes data types such as Geospatial, Tiled Imagery, and Video and labeling workflows including Evaluation and Rating.

Labeling Experience

Outlier - Gen AI Video Game Project 2025 (Contributor)

Don't discloseVideo

Contributed to a GenAI video game project focused on training, refining, and evaluating generative AI models for the gaming industry. Assisted with activities that support generative model improvement and pipeline enhancement. Worked as a remote freelance subject-matter contributor on specialized tasks. • Helped train/refine generative AI models for gaming use cases • Supported evaluation to improve model outputs • Contributed to automation/enhancement of game development pipelines • Collaborated on remote project execution

2025 - 2025

Remotasks - Philippine Quality Assistant (Analyzing and annotating LiDAR data; reviewing task quality)

Remotasks

Analyzed and annotated LiDAR data to ensure task quality prior to client submission. Reviewed crowd-sourced tasks and determined whether they met acceptability criteria to maintain consistent quality. Supported quality assurance workflows for dataset preparation and validation. • Performed LiDAR data analysis and annotation checks • Evaluated task acceptability against quality standards • Helped maintain a high accuracy/quality pass rate • Prepared outputs for client delivery

2025 - 2025

Education

Work History