Illya McCamant

Key Skills

Software

AWS SageMaker

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Image

Video

Top Label Types

Bounding Box

Classification

Data Collection

Mapping

Object Detection

Polygon

Segmentation

Text Summarization

Tracking

Freelancer Overview

I bring over 20 years of experience in cloud, AI, and enterprise technology, with a strong focus on delivering innovative solutions that leverage data to drive business value. My background includes leading teams at AWS to develop and launch generative AI features, where I managed data strategy, preparation, model testing, tuning, and pipeline development for products used by major clients in gaming, telecommunications, and media. I have hands-on expertise in end-to-end AI/ML pipelines, data analytics, and machine learning, with AWS certifications in Data Analytics and Machine Learning. My work has included enabling enterprise customers to build and refine AI-powered assistants and applications, ensuring high-quality data annotation and training data processes to improve model performance. I am passionate about transforming raw data into actionable insights, and I thrive in roles that require a blend of technical knowledge, business acumen, and a deep understanding of AI-driven product development.

Labeling Experience

LIDAR

Aws SagemakerImagePolygon

Labeling was required to enable real-time object identification for onboard LIDAR mapping

Labeling was required to enable real-time object identification for onboard LIDAR mapping

2023 - 2023

Education

Work History