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C

Chitresh Agrawal

Credentialing Manager in Contract Review, Compliance, and Legal Research

India flagAhmedabad, India
$25.00/hrExpertAws SagemakerAnno MageAppen

Key Skills

Software

AWS SageMakerAWS SageMaker
Anno-MageAnno-Mage
AppenAppen
ArgillaArgilla
Axiom AI
ClickworkerClickworker
CloudFactoryCloudFactory
CrowdFlowerCrowdFlower
CrowdSourceCrowdSource
CVATCVAT
DataloopDataloop
Data Annotation TechData Annotation Tech
DatatroniqDatatroniq
DatumboxDatumbox
DatasaurDatasaur
DatatureDatature
DataturkDataturk
Deep SystemsDeep Systems
DiffgramDiffgram
DoccanoDoccano
EncordEncord
Figure EightFigure Eight
Google Cloud Vertex AIGoogle Cloud Vertex AI
HastyHasty
HiveMindHiveMind
Kili TechnologyKili Technology
LabelboxLabelbox
LabelImgLabelImg
LightTagLightTag
Label StudioLabel Studio
LionbridgeLionbridge
MercorMercor
Micro1
Mighty AIMighty AI
MindriftMindrift
OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)
OneFormaOneForma
RemotasksRemotasks
RoboflowRoboflow
Redbrick AIRedbrick AI
SamaSama
Scale AIScale AI
SlothSloth
Snorkel AISnorkel AI
SuperAnnotateSuperAnnotate
SuperviselySupervisely
Surge AISurge AI
TagtogTagtog
TolokaToloka
TelusTelus
Trilldata Technologies
VoTT
V7 LabsV7 Labs

Top Subject Matter

Legal Services & Contract Review
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

TextText
DocumentDocument
Medical DicomMedical Dicom

Top Task Types

Bounding Box
Segmentation
Polygon
Polyline
Object Detection
Cuboid
Text Generation
Text Summarization
Question Answering
RLHF
Fine Tuning
Red Teaming
Transcription
Point Key Point
Evaluation Rating
Entity Ner Classification
Computer Programming Coding
Data Collection
Prompt Response Writing SFT
Function Calling
Classification

Freelancer Overview

Credentialing Manager in Contract Review, Compliance, and Legal Research. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Engineering, L.J. Institute of Engineering & Technology (2022).

ExpertEnglish

Labeling Experience

AI Data Annotation & Training Specialist – Text & Response Evaluation

TextEvaluation Rating
I have hands-on experience in AI training and data labeling through high-precision evaluation and annotation tasks for large language models. Key responsibilities included: Carefully reviewing and rating AI-generated responses for accuracy, relevance, coherence, and adherence to strict user prompts (including tone, word count, and formatting constraints). Performing prompt-response writing, text summarization, question answering, and RLHF-style preference ranking to improve model alignment and reasoning capabilities. Annotating and categorizing text data while maintaining 98%+ consistency with project guidelines, filtering low-quality outputs, and identifying edge cases. Completing structured qualification assessments involving logical reasoning, factual verification, historical research with calculations, creative writing under constraints (e.g., 6-8 sentence stories), and precise data organization (e.g., sorting & filtering numerical sales data). This work sharpened my ability to deliver consistent, high-quality annotations that directly help frontier AI models become more reliable and useful. I am comfortable with both generalist tasks and more complex reasoning-heavy projects.

I have hands-on experience in AI training and data labeling through high-precision evaluation and annotation tasks for large language models. Key responsibilities included: Carefully reviewing and rating AI-generated responses for accuracy, relevance, coherence, and adherence to strict user prompts (including tone, word count, and formatting constraints). Performing prompt-response writing, text summarization, question answering, and RLHF-style preference ranking to improve model alignment and reasoning capabilities. Annotating and categorizing text data while maintaining 98%+ consistency with project guidelines, filtering low-quality outputs, and identifying edge cases. Completing structured qualification assessments involving logical reasoning, factual verification, historical research with calculations, creative writing under constraints (e.g., 6-8 sentence stories), and precise data organization (e.g., sorting & filtering numerical sales data). This work sharpened my ability to deliver consistent, high-quality annotations that directly help frontier AI models become more reliable and useful. I am comfortable with both generalist tasks and more complex reasoning-heavy projects.

2018 - Present

Education

L

L.J. Institute of Engineering & Technology

Bachelor of Engineering, Computer Engineering

Bachelor of Engineering
2022 - 2022

Work History

A

Afiablee Healthcare And It Solutions

Credentialing Manager

Ahmedabad
2021 - Present
S

Shukla Information Solutions

Senior Accounts Receivable Executive And Team Leader

Ahmedabad
2018 - 2021