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S

Sandeep Kumar Kudumula

Freelance AI Model Trainer & Data Annotation Specialist

India flagHyderabad, India
$25.00/hrIntermediateOtherData Annotation TechDataloop

Key Skills

Software

Other
Data Annotation TechData Annotation Tech
DataloopDataloop
LabelboxLabelbox
Surge AISurge AI

Top Subject Matter

AI Model Training
Machine Learning
Large Language Models

Top Data Types

DocumentDocument
ImageImage
TextText

Top Task Types

Text Generation
Question Answering
Text Summarization
Fine Tuning
Transcription
Evaluation Rating

Freelancer Overview

I am a Freelance AI Model Trainer and Data Annotation Specialist with a strong academic background in Mathematics and Computing from the Indian Institute of Technology (IIT), Kharagpur, combined with 5+ years of professional experience in product management, structured analysis, compliance-driven workflows, and cross-functional project delivery. My experience includes working on AI training and data labeling projects involving text annotation, response evaluation, quality rating, intent classification, prompt-response review, and multilingual language validation across English, Hindi, and Telugu, Bengali, Kannada. I have a strong eye for detail and consistently ensure high standards of accuracy, contextual relevance, and adherence to project guidelines. What sets me apart is my ability to combine analytical problem-solving, domain expertise, and language quality evaluation with a deep understanding of structured workflows and quality control processes. I have hands-on experience in rating AI-generated outputs for tone, grammar, factual consistency, safety, and instruction adherence, along with identifying edge cases and improving training dataset quality. My technical background, combined with strong reasoning and quality assurance skills, makes me highly effective for AI model training, data annotation, evaluation, and labeling projects, particularly those requiring precision, consistency, and multilingual support.

IntermediateEnglish

Labeling Experience

Freelance AI Model Trainer & Data Annotation Specialist

OtherText
This freelance position focused on AI model training, data annotation, and structured data labeling to improve machine learning and large language model (LLM) outputs. Responsibilities included text annotation, response evaluation, quality assessment, output validation, and multilingual support for English, Hindi, and Telugu datasets. The work enhanced contextual understanding, accuracy, and relevance of model outputs, while promoting thorough dataset quality control and edge-case analysis. • Conducted structured data labeling, response quality evaluation, and comprehensive output rating for LLM tasks. • Performed text annotation, prompt-response evaluation, intent classification, and content categorization for machine learning models. • Provided multilingual language support via translation review, transcript validation, and linguistic quality assessments. • Implemented edge case identification and dataset quality control to strengthen model robustness and error detection.

This freelance position focused on AI model training, data annotation, and structured data labeling to improve machine learning and large language model (LLM) outputs. Responsibilities included text annotation, response evaluation, quality assessment, output validation, and multilingual support for English, Hindi, and Telugu datasets. The work enhanced contextual understanding, accuracy, and relevance of model outputs, while promoting thorough dataset quality control and edge-case analysis. • Conducted structured data labeling, response quality evaluation, and comprehensive output rating for LLM tasks. • Performed text annotation, prompt-response evaluation, intent classification, and content categorization for machine learning models. • Provided multilingual language support via translation review, transcript validation, and linguistic quality assessments. • Implemented edge case identification and dataset quality control to strengthen model robustness and error detection.

2025 - Present

Education

I

Indian Institute of Technology, Kharagpur

Bachelor of Technology and Master of Technology, Mathematics and Computing

Bachelor of Technology and Master of Technology
2016 - 2021

Work History

U

UNO Digital Bank

Product Manager & Project Manager

Bangalore
2024 - Present
U

UNO Digital Bank

Product Owner & Lead

Bangalore
2023 - 2024