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Mahek Patel

Mahek Patel

AI Data Labeler – Text Labeling

Canada flagVancouver, Canada
$40.00/hrExpertOtherClickworkerMicro1

Key Skills

Software

Other
ClickworkerClickworker
Micro1
AppenAppen
DataloopDataloop
AWS SageMakerAWS SageMaker
DataturkDataturk

Top Subject Matter

Healthcare Data & Medical Documentation
General AI
Dental Domain Expertise

Top Data Types

TextText
AudioAudio
DocumentDocument

Top Task Types

ClassificationClassification
TranscriptionTranscription
Point/Key PointPoint/Key Point
Text GenerationText Generation
Text SummarizationText Summarization
RLHFRLHF
SegmentationSegmentation
PolygonPolygon
Entity (NER) ClassificationEntity (NER) Classification

Freelancer Overview

AI Data Labeler – Text Labeling. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, University of Illinois Springfield (2026) and Bachelor of Dental Surgery, Dharmsinh Desai University (2023). AI-training focus includes data types such as Text, Audio, and Video and labeling workflows including Classification, Transcription, and Object Detection.

ExpertEnglishHindi

Labeling Experience

AI Data Labeler – Video Annotation

OtherVideoObject Detection
I annotated video datasets for object tracking, event labeling, and scene segmentation projects. My focus was on identifying and labeling key events, objects, and transitions within medical and general video data. I maintained strict quality assurance protocols and adhered to annotation guidelines. • Labeled objects and events in video footage for model enhancement • Performed scene segmentation to identify relevant transitions • Ensured accuracy and compliance with annotation protocols • Worked on both healthcare and non-healthcare related video data

I annotated video datasets for object tracking, event labeling, and scene segmentation projects. My focus was on identifying and labeling key events, objects, and transitions within medical and general video data. I maintained strict quality assurance protocols and adhered to annotation guidelines. • Labeled objects and events in video footage for model enhancement • Performed scene segmentation to identify relevant transitions • Ensured accuracy and compliance with annotation protocols • Worked on both healthcare and non-healthcare related video data

2024 - Present

AI Data Labeler – Audio Transcription & Annotation

OtherAudioTranscription
I performed audio transcription and speaker labeling tasks using Outlier AI and similar annotation platforms. The work ensured clear transcriptions, accurate speaker separation, and compliance with labeling standards. I conducted thorough quality checks to enhance dataset integrity. • Transcribed and annotated various audio files for training datasets • Labeled and differentiated speaker segments within auditory data • Focused on accuracy and reducing annotation errors • Handled healthcare-related terminology in transcription projects

I performed audio transcription and speaker labeling tasks using Outlier AI and similar annotation platforms. The work ensured clear transcriptions, accurate speaker separation, and compliance with labeling standards. I conducted thorough quality checks to enhance dataset integrity. • Transcribed and annotated various audio files for training datasets • Labeled and differentiated speaker segments within auditory data • Focused on accuracy and reducing annotation errors • Handled healthcare-related terminology in transcription projects

2024 - Present

AI Data Labeler – Text Labeling

OtherTextClassification
I completed multiple text data labeling tasks on platforms including Outlier AI and other annotation systems. My work focused on classification, sentiment analysis, and named entity recognition of healthcare-related and general text datasets. Consistent attention to guideline adherence and data quality was maintained throughout all assigned projects. • Labeled and categorized diverse text data for AI model training • Applied NER for extracting clinical and non-clinical entities • Ensured rigorous quality control and error reduction in labeled datasets • Adhered to detailed project guidelines and requirements

I completed multiple text data labeling tasks on platforms including Outlier AI and other annotation systems. My work focused on classification, sentiment analysis, and named entity recognition of healthcare-related and general text datasets. Consistent attention to guideline adherence and data quality was maintained throughout all assigned projects. • Labeled and categorized diverse text data for AI model training • Applied NER for extracting clinical and non-clinical entities • Ensured rigorous quality control and error reduction in labeled datasets • Adhered to detailed project guidelines and requirements

2024 - Present

Medical Data Annotator – Dental Radiology

OtherClassification
I performed medical data annotation tasks, including labeling and structuring healthcare-related datasets for AI modeling. My work involved identifying and tagging clinical findings in dental radiology images to assist machine learning model development. I contributed to improving dataset quality through error identification and correction. • Labeled and structured clinical and dental image datasets • Tagged anatomical structures in radiographic images • Supported dataset quality assurance and error reduction • Applied healthcare informatics expertise to annotation processes

I performed medical data annotation tasks, including labeling and structuring healthcare-related datasets for AI modeling. My work involved identifying and tagging clinical findings in dental radiology images to assist machine learning model development. I contributed to improving dataset quality through error identification and correction. • Labeled and structured clinical and dental image datasets • Tagged anatomical structures in radiographic images • Supported dataset quality assurance and error reduction • Applied healthcare informatics expertise to annotation processes

2022 - 2023

Education

U

University of Illinois Springfield

Master of Science, Healthcare Informatics

Master of Science
2025 - 2026
D

Dharmsinh Desai University

Bachelor of Dental Surgery, Dental Surgery

Bachelor of Dental Surgery
2018 - 2023

Work History

F

Freelance

Data Analyst

Vancouver
2025 - Present
U

University Of Illinois Springfield

Research Associate

Springfield
2025 - 2026