Laban K.

Key Skills

Software

Other

Top Subject Matter

Surgical/medical imaging and video for machine learning training datasets

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Video

Text

Document

Top Task Types

Text Summarization

Fine-tuning

Classification

Question Answering

Text Generation

Object Detection

Freelancer Overview

Data Annotation Specialist (AI Data Quality) at Apella. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, California State University, Fullerton (2027) and Bachelor’s Degree, San Francisco State University, Lam Family College of Business (2019). AI-training focus includes data types such as Video and labeling workflows including Evaluation and Rating.

Labeling Experience

Data Annotation Specialist (AI Data Quality) at Apella

OtherVideo

Served as a Data Annotation Specialist for AI Data Quality work, focusing on improving surgical model performance through high-accuracy annotations. Labeled large volumes of weekly training data to support machine learning model development and internal quality assurance. Identified edge cases and inconsistencies in outputs, then supported SOP refinements to improve labeling accuracy and consistency across workflows. • Annotated 350+ surgical videos and images weekly for ML training datasets. • Achieved 95%+ annotation accuracy on surgical model data. • Flagged gaps in SOPs and recurring anomalies for team review and updates. • Monitored annotation trends to detect issues impacting model outputs.

2024 - Present

Education

Work History