Kevin M.

Key Skills

Software

Labelbox

CVAT

Top Subject Matter

Machine Learning Training Data

Dataset Preparation and Annotation

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Object Detection

Classification

Freelancer Overview

AI Training Specialist. Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Labelbox, YOLO, and CVAT. Education includes Bachelor of Science, California State University, Los Angeles (2022) and Diploma, Los Angeles City College (2018). AI-training focus includes data types such as Image and labeling workflows including Object Detection and Classification.

Labeling Experience

AI Training Specialist

LabelboxImageObject Detection

As an AI Training Specialist, I annotated and validated large-scale datasets across image, video, and audio domains. I maintained extremely high annotation accuracy, supporting the reduction of model error rates during training. My work involved executing object detection, segmentation, and tracking tasks using advanced annotation tools. • Annotated and validated 150,000+ data points. • Maintained 98–99% annotation accuracy across all projects. • Performed multi-object tracking across 10,000+ video frames. • Collaborated with machine learning engineers to refine annotation guidelines.

2023 - Present

Data Annotation Assistant

LabelboxImageClassification

As a Data Annotation Assistant, I labeled and processed a high volume of images and audio samples for classification and detection tasks. My focus was on improving annotation consistency and supporting structured dataset preparation for AI pipelines. Consistent, high-quality data delivery and standardization of practices were central to my role. • Labeled and processed 80,000+ images and audio samples. • Improved annotation consistency by 25% across datasets. • Supported AI pipeline preparation with structured and clean data. • Maintained over 97% annotation accuracy within strict deadlines.

2022 - 2023

Education

Work History