Phillip G.

Key Skills

Software

Other

Top Subject Matter

Machine Learning

Computer Vision

Sleep Pattern Analysis

Top Data Types

Image

Video

Top Task Types

Object Detection

Freelancer Overview

AI Model Developer (Focus on Data Annotation and Training). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Kyoto University (2014). AI-training focus includes data types such as Image and labeling workflows including Object Detection.

Labeling Experience

AI Model Developer (Focus on Data Annotation and Training)

OtherImageObject Detection

Built a Tensorflow Object Detection transfer learning model for a custom dataset of a client. Used PyTorch to automatically classify sleep stages based on a single channel. Implemented custom Python machine learning algorithms and modified open-source algorithms for data annotation tasks. • Developed model pipelines from raw image data to labeled datasets. • Performed data preprocessing, augmentation, and annotation for object detection models. • Evaluated annotation quality and model performance through iterative improvements. • Used Python libraries such as Tensorflow and PyTorch in a data labeling and AI training workflow.

2020 - 2023

Education

Work History