Ryan N.

Key Skills

Software

CVAT

AWS SageMaker

CloudFactory

Data Annotation Tech

Deep Systems

Diffgram

Doccano

Top Subject Matter

General AI/computer vision

Top Data Types

Image

Text

Audio

Top Task Types

Classification

Bounding Box

Segmentation

Point/Key Point

Entity (NER) Classification

Polygon

Polyline

Object Detection

Question Answering

Text Generation

Cuboid

RLHF

Text Summarization

Freelancer Overview

AI trainer - part time. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CVAT. Education includes Bachelor of Science, Purdue Global University (2005). AI-training focus includes data types such as Image and labeling workflows including Classification.

Labeling Experience

AI trainer - part time

CVATImageClassification

As an AI trainer at DataAnnotation, I specialized in annotating and labeling images and videos to meet strict project guidelines. I ensured accuracy and consistency in each task while participating in comprehensive QA reviews to uphold dataset quality. I contributed to data pre-processing and maintained detailed documentation of exceptions for team alignment. • Annotated and labeled images and videos using CVAT. • Applied strict quality checks and fixed labeling edge cases. • Conducted QA reviews and corrected inconsistencies in peer work. • Supported preprocessing, including resizing and format standardization.

2023 - Present

Education

Work History