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Shraddha Sonawane

Shraddha Sonawane

Freelance Data Annotation Specialist (RLHF, SFT, Text, Audio, Image and Video annotation)

India flagPune, India
$5.00/hrIntermediateOtherCVATLabelbox

Key Skills

Software

Other
CVATCVAT
LabelboxLabelbox
LionbridgeLionbridge
ClickworkerClickworker
AppenAppen

Top Subject Matter

General Knowledge
Biology Domain Expertise
Safety Domain Expertise

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

RLHFRLHF
Bounding BoxBounding Box
SegmentationSegmentation
Evaluation/RatingEvaluation/Rating
Question AnsweringQuestion Answering

Freelancer Overview

Freelance Data Annotation Specialist (RLHF, SFT, Text, Audio, Image and Video annotation). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, University of Pune (2012). AI-training focus includes data types such as Text and labeling workflows including RLHF, Evaluation, and Rating.

IntermediateEnglishMarathiHindi

Labeling Experience

Freelance Data Annotation Specialist (RLHF, SFT, Text, Audio, Image and Video annotation)

OtherTextRLHF
As a Freelance Data Annotation Specialist, I rigorously trained and aligned Large Language Models (LLMs) for safety, factual accuracy, and grounded relevance across multiple projects. I authored and refined high-quality atomic rubrics, enabling enforcement of robust data quality standards in RLHF and SFT pipelines. I managed annotation for various data modalities, including side-by-side evaluation and supervised fine-tuning tasks. • Extensive annotation on text, audio, image, and video data across 10+ RLHF/SFT projects • Authored over 2,000 rubrics to establish annotation guidelines and performance criteria • Conducted over 400 complex prompt evaluations, particularly in the General Knowledge and Biology domains • Annotated long-form video data, showcasing adaptability across multiple data types.

As a Freelance Data Annotation Specialist, I rigorously trained and aligned Large Language Models (LLMs) for safety, factual accuracy, and grounded relevance across multiple projects. I authored and refined high-quality atomic rubrics, enabling enforcement of robust data quality standards in RLHF and SFT pipelines. I managed annotation for various data modalities, including side-by-side evaluation and supervised fine-tuning tasks. • Extensive annotation on text, audio, image, and video data across 10+ RLHF/SFT projects • Authored over 2,000 rubrics to establish annotation guidelines and performance criteria • Conducted over 400 complex prompt evaluations, particularly in the General Knowledge and Biology domains • Annotated long-form video data, showcasing adaptability across multiple data types.

2023 - Present

Quality Assurance Auditor

OtherDocumentEvaluation Rating
As a Quality Assurance Auditor, • Led data cleaning, validation, and data integrity review, ensuring adherence to GLP principles • Implemented data quality audits, compliance checks, and cross-functional collaboration for process improvement.

As a Quality Assurance Auditor, • Led data cleaning, validation, and data integrity review, ensuring adherence to GLP principles • Implemented data quality audits, compliance checks, and cross-functional collaboration for process improvement.

2016 - 2023

Education

U

University of Pune

Master of Science, Microbiology

Master of Science
2012 - 2012

Work History

D

Dabur Research Foundation

Deputy Head of Department

Ghaziabad
2021 - 2023
P

Palamur Biosciences Pvt. Ltd.

Quality Assurance Auditor

Hyderabad
2020 - 2021