Nguyen Sy

Key Skills

Software

Labelbox

Scale AI

Top Subject Matter

AI Data Labeling

Autonomous Driving

Fashion Computer Vision

Top Data Types

Image

Audio

Text

Document

Top Task Types

Bounding Box

Classification

Transcription

Freelancer Overview

Data Annotation Specialist. Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox, Scale AI, and DataAnnotation. Education includes Bachelor of Science, Hanoi University of Mining and Geology (2013). AI-training focus includes data types such as Image and Audio and labeling workflows including Bounding Box, Classification, and Transcription.

Labeling Experience

Traffic Camera Image Annotation Project – Korean AI Company

LabelboxImageClassification

As part of a traffic camera image annotation initiative for a Korean AI company, I labeled images for AI-based traffic monitoring. The tasks included classifying vehicles, incidents, and environmental elements. Quality review processes ensured all annotations met high project standards. • Labeled and classified vehicles and traffic activities in images. • Assisted in building large annotated datasets for traffic AI models. • Reviewed annotations to ensure guidelines compliance. • Conducted work on a long-term, ongoing traffic monitoring project.

As part of a traffic camera image annotation initiative for a Korean AI company, I labeled images for AI-based traffic monitoring. The tasks included classifying vehicles, incidents, and environmental elements. Quality review processes ensured all annotations met high project standards. • Labeled and classified vehicles and traffic activities in images. • Assisted in building large annotated datasets for traffic AI models. • Reviewed annotations to ensure guidelines compliance. • Conducted work on a long-term, ongoing traffic monitoring project.

2023 - Present

Data Annotation Specialist

LabelboxImageBounding Box

As a Data Annotation Specialist, I participated in large-scale AI data annotation projects focusing on images. I was responsible for annotating, reviewing, and handling complex edge cases to ensure high annotation accuracy. I worked with various industry tools while maintaining productivity and adhering to strict deadlines. • Annotated and reviewed images for AI and machine learning projects. • Resolved ambiguous data situations and corrected annotations for QA compliance. • Used platforms such as Labelbox, Scale AI, and proprietary systems. • Collaborated within project teams to deliver short- and long-term datasets.

As a Data Annotation Specialist, I participated in large-scale AI data annotation projects focusing on images. I was responsible for annotating, reviewing, and handling complex edge cases to ensure high annotation accuracy. I worked with various industry tools while maintaining productivity and adhering to strict deadlines. • Annotated and reviewed images for AI and machine learning projects. • Resolved ambiguous data situations and corrected annotations for QA compliance. • Used platforms such as Labelbox, Scale AI, and proprietary systems. • Collaborated within project teams to deliver short- and long-term datasets.

2021 - Present

Audio Recording & Annotation Project – Viettel AI Callbot

LabelboxAudioTranscription

For the Viettel AI Callbot project, I collected, transcribed, and annotated audio data to support AI callbot systems. This included speech labeling according to linguistic and acoustic guidelines. My work enhanced dataset quality for training speech recognition models. • Audio data collection and detailed transcription for callbot AI. • Labeled speech segments following guidelines. • Improved training datasets for automated speech recognition. • Consistently met project standards for annotated audio data.

For the Viettel AI Callbot project, I collected, transcribed, and annotated audio data to support AI callbot systems. This included speech labeling according to linguistic and acoustic guidelines. My work enhanced dataset quality for training speech recognition models. • Audio data collection and detailed transcription for callbot AI. • Labeled speech segments following guidelines. • Improved training datasets for automated speech recognition. • Consistently met project standards for annotated audio data.

2022 - 2023

Fashion Image Annotation Project – NIKE AI System

LabelboxImageClassification

I worked on annotating fashion images used for AI-based clothing and visual recognition at NIKE. I labeled apparel categories, visual features, and specific attributes required for model training. My contributions focused on accuracy and meeting quality standards. • Labeled different garment types and visual properties in fashion images. • Corrected annotations for QA and standard compliance. • Helped train AI models for apparel recognition. • Used best practices for classification and image annotation.

I worked on annotating fashion images used for AI-based clothing and visual recognition at NIKE. I labeled apparel categories, visual features, and specific attributes required for model training. My contributions focused on accuracy and meeting quality standards. • Labeled different garment types and visual properties in fashion images. • Corrected annotations for QA and standard compliance. • Helped train AI models for apparel recognition. • Used best practices for classification and image annotation.

2022 - 2023

Autonomous Driving Image Annotation Project – Inffiniq Vietnam / Hyundai

LabelboxImageBounding Box

I annotated traffic scene images for an autonomous driving system, supporting computer vision model training. My responsibilities included labeling vehicles, pedestrians, lanes, traffic signs, and road infrastructure with high accuracy. I played a key role in quality assurance review cycles for consistent annotations. • Annotated vehicle, pedestrian, and infrastructure objects in images. • Participated in QA to ensure high consistency and accuracy. • Contributed to annotated datasets for self-driving technology. • Applied best practices for image annotation at Inffiniq Vietnam / Hyundai.

I annotated traffic scene images for an autonomous driving system, supporting computer vision model training. My responsibilities included labeling vehicles, pedestrians, lanes, traffic signs, and road infrastructure with high accuracy. I played a key role in quality assurance review cycles for consistent annotations. • Annotated vehicle, pedestrian, and infrastructure objects in images. • Participated in QA to ensure high consistency and accuracy. • Contributed to annotated datasets for self-driving technology. • Applied best practices for image annotation at Inffiniq Vietnam / Hyundai.

2021 - 2023

Education

Work History