Tayeba B.

Key Skills

Software

Other

Don't disclose

Top Subject Matter

AI/ML dataset annotation for training

Annotation quality control for AI/ML datasets

AI-enabled talent sourcing and candidate data management

Top Data Types

Text

Image

Video

Audio

Document

Top Task Types

Classification

Freelancer Overview

Data Annotator / Quality Control (Data Annotator) – Lemon Recruiting (Remote). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Don't disclose. Education includes Secondary School Certificate, The Muslim Scholar System Girls High School Rahim Yar Khan (2015) and Higher Secondary School Certificate, Panjab College for Girls Rahim Yar Khan (2017). AI-training focus includes data types such as Text, Image, and Video and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Quality Control Specialist – Data Annotation – Lemon Recruiting (Remote)

OtherText

Reviewed and audited completed annotations to ensure accuracy, consistency, and compliance with project standards. Identified labeling errors and flagged recurring issues to support continuous improvement. Conducted random sampling and validation checks on large datasets to maintain quality benchmarks. • Provided constructive feedback to annotators on detected issues. • Refined and upheld annotation guidelines and quality assurance protocols. • Supported training and alignment of new annotators to maintain performance. • Worked with project managers to improve quality processes.

2023 - 2024

Human Resources (HR) Associate – Lemon Recruiting (Remote)

Don't discloseTextClassification

Assisted with screening and shortlisting candidates using job specifications and intelligent profile-matching algorithms. Coordinated and scheduled remote interviews across global time zones to support timely hiring decisions. Analyzed AI feedback and automated repetitive tasks to improve the candidate experience. • Used AI-integrated ATS to maintain candidate records accurately. • Conducted sourcing and initial screening aligned with client job requirements. • Collaborated with hiring managers to align selections to client expectations. • Improved processes through analysis of AI feedback and workflow automation.

2022 - 2024

Data Annotator / Quality Control (Data Annotator) – Lemon Recruiting (Remote)

OtherTextClassification

Performed accurate labeling and tagging of multi-modal text, image, video, and audio data for machine learning and AI model training. Followed strict annotation guidelines to prepare high-quality datasets across multiple projects. Achieved daily productivity targets while maintaining consistency and precision for downstream training use. • Labeled textual content and tagged items according to project instructions. • Classified, segmented, and organized datasets in annotation platforms. • Participated with team leads to resolve ambiguities and improve standards. • Performed work aligned to specific project requirements and QA checks.

2022 - 2022

Education

Work History