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Amit Gangwar

Amit Gangwar

AI Data Annotator (Outlier)

India flagBareilly, India
$20.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

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

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

RLHF
Bounding Box
Object Detection

Freelancer Overview

AI Data Annotator (Outlier). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. AI-training focus includes data types such as Image and labeling workflows including Object Detection.

Entry LevelEnglishHindiUrdu

Labeling Experience

AI Data Annotator (Freelance)

OtherImageBounding BoxObject Detection
As an AI Data Annotator at Outlier, I annotated images and videos to support the development of computer vision models. My responsibilities included object labeling, bounding boxes, frame-wise tagging, and content classification for action recognition. I ensured annotation accuracy and guideline compliance throughout high-volume annotation tasks. • Conducted object labeling and box annotation on visual datasets. • Performed frame-wise video labeling and content categorization. • Reviewed and validated annotation outputs for quality control. • Followed strict annotation guidelines to ensure dataset reliability.

As an AI Data Annotator at Outlier, I annotated images and videos to support the development of computer vision models. My responsibilities included object labeling, bounding boxes, frame-wise tagging, and content classification for action recognition. I ensured annotation accuracy and guideline compliance throughout high-volume annotation tasks. • Conducted object labeling and box annotation on visual datasets. • Performed frame-wise video labeling and content categorization. • Reviewed and validated annotation outputs for quality control. • Followed strict annotation guidelines to ensure dataset reliability.

2026 - Present

AI Quality Analyst & Bilingual Expert

OtherTextRLHF
As an AI Quality Analyst & Bilingual Expert at Turing, I evaluated and ranked AI-generated responses to improve Large Language Models (LLMs). I conducted linguistic quality checks and categorized bilingual datasets, focusing on Hindi and English to support NLP model training and RLHF. I identified and reported hallucinations and logical inconsistencies for model fine-tuning. • Evaluated LLM responses for safety, accuracy, and language appropriateness. • Performed RLHF and linguistic validation on text data in English and Hindi. • Provided error detection and improvement feedback to model teams. • Categorized and annotated high-volume data for RLHF and NLP purposes.

As an AI Quality Analyst & Bilingual Expert at Turing, I evaluated and ranked AI-generated responses to improve Large Language Models (LLMs). I conducted linguistic quality checks and categorized bilingual datasets, focusing on Hindi and English to support NLP model training and RLHF. I identified and reported hallucinations and logical inconsistencies for model fine-tuning. • Evaluated LLM responses for safety, accuracy, and language appropriateness. • Performed RLHF and linguistic validation on text data in English and Hindi. • Provided error detection and improvement feedback to model teams. • Categorized and annotated high-volume data for RLHF and NLP purposes.

2025 - 2026

Education

M

MJPRU

Bachelor of Science, Zoology, Botany, and Chemistry

Bachelor of Science
2019 - 2019
N

Nielit

Diploma in Computer Concepts, Computer and Information Sciences

Diploma in Computer Concepts
2018 - 2018

Work History

O

OUTLIER

AI DATA ANNOTATOR

SAN FRANCISCO
2025 - Present
T

Turing

AI Quality Analyst

CALIFORNIA
2025 - 2026