Bin Q.

Key Skills

Software

No software listed

Top Subject Matter

AI food recognition

Computer Vision

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Object Detection

Freelancer Overview

AI Food Recognition Plugin—Data Collection and Annotation Lead. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. AI-training focus includes data types such as Image and labeling workflows including Object Detection.

Labeling Experience

AI Food Recognition Plugin—Data Collection and Annotation Lead

ImageObject Detection

Led the collection and annotation of over 30,000 real-scene images to train and refine an AI food recognition plugin in the fast-casual restaurant sector. Managed the micro-tuning of visual models for dish occlusion and plate reflection, ensuring enhanced detection accuracy in complex environments. Successfully oversaw data quality and labeling workflows to reach a recognition accuracy of 97.2%. • Built and maintained scalable data pipelines for image annotation tasks. • Collaborated with the algorithm team to set labeling standards and performance metrics. • Implemented iterative feedback processes for label correction and improvement. • Coordinated hardware adaptation based on annotated data outcomes.

2021 - 2022

Work History