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Pritam Singh Bakariya

Pritam Singh Bakariya

AI Trainer and Reviewer - Conversational AI and Data Annotation

INDIA flag
Indore, India
$12.00/hrIntermediateAws SagemakerAnno MageAppen

Key Skills

Software

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

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor
AudioAudio
DocumentDocument
Geospatial Tiled ImageryGeospatial Tiled Imagery
ImageImage

Top Label Types

Audio Recording
Bounding Box
Classification
Computer Programming Coding
Cuboid

Freelancer Overview

With over a decade of academic, research, and technical experience, I bring a strong analytical mindset and a deep understanding of data interpretation, logical evaluation, and pattern recognition to AI training and data labeling roles. My background includes hands-on experience in data annotation, quality review, and the evaluation of complex technical content, supported by a proven track record as a published researcher and journal reviewer for IEEE, Elsevier, and Springer. I am skilled in identifying patterns, detecting errors, and ensuring data quality, drawing on my expertise in engineering problem-solving and real-time decision-making from algorithmic trading. My attention to detail, ability to follow complex instructions, and proficiency in technical writing make me well-suited for projects requiring high standards of accuracy and analytical judgement in AI data preparation and review.

IntermediateEnglishHausaHindi

Labeling Experience

Roboflow

Multimodal AI Data Labeling & LLM Evaluation Project

RoboflowImageBounding BoxPolygon
I have worked as a Freelance AI Data Labeler and Evaluator with several international AI platforms, supporting both computer vision and language model training projects. My work involved handling multimodal datasets including image, text, audio, and video data. In image projects, I performed bounding box annotation, polygon segmentation, object detection, keypoint labeling, and video tracking as per detailed guidelines. For text-based assignments, I contributed to NER classification, question-answer dataset preparation, text generation, summarization, RLHF evaluation, red teaming, and prompt-response writing for LLM fine-tuning. I have also completed speech transcription, intent tagging, and structured audio recordings while maintaining strict quality standards. Across projects, I consistently maintained high accuracy and followed client-specific instructions carefully to ensure reliable dataset quality.

I have worked as a Freelance AI Data Labeler and Evaluator with several international AI platforms, supporting both computer vision and language model training projects. My work involved handling multimodal datasets including image, text, audio, and video data. In image projects, I performed bounding box annotation, polygon segmentation, object detection, keypoint labeling, and video tracking as per detailed guidelines. For text-based assignments, I contributed to NER classification, question-answer dataset preparation, text generation, summarization, RLHF evaluation, red teaming, and prompt-response writing for LLM fine-tuning. I have also completed speech transcription, intent tagging, and structured audio recordings while maintaining strict quality standards. Across projects, I consistently maintained high accuracy and followed client-specific instructions carefully to ensure reliable dataset quality.

2024 - 2025

Education

I

Indian Institute of Technology (ISM), Dhanbad

Doctor of Philosophy, Radio Frequency and Microwave Engineering

Doctor of Philosophy
2016 - 2016
I

Indian Institute of Technology (ISM), Dhanbad

Doctor of Philosophy, Radio Frequency and Microwave Engineering

Doctor of Philosophy
2012 - 2016

Work History

S

Satpuda College

Professor, Computer Science Engineering

Balaghat
2017 - Present
V

Vikrant Institute of Technology

Associate Professor

Indore
2020 - 2023