Key Skills

Software

Labelbox

Mercor

OneForma

Scale AI

Top Subject Matter

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Computer Code Programming

Document

Text

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Classification

Evaluation Rating

Prompt Response Writing SFT

RLHF

Freelancer Overview

I have hands-on experience in data annotation, quality assurance, and AI evaluation, contributing to large-scale projects that directly improved model performance and data reliability. At Fotello (Jan 2025 – Present), I developed and implemented detailed annotation guidelines and conducted extensive image labeling across thousands of samples, improving operational efficiency by 50%. My focus on quality and accuracy helped maintain over 90% annotation precision, while also managing client datasets using Attio CRM, driving a fivefold increase in client engagement. In my concurrent role as an AI Evaluator and Trainer at Outlier (Nov 2024 – Present), I assess and refine AI-generated content, aligning it with logical and problem-solving frameworks to enhance output quality. I specialize in evaluating multilingual (including Hindi) responses for contextual and cultural accuracy, achieving up to 80% improvement in clarity and user satisfaction. My combined expertise in data labeling, QA, and AI feedback analysis uniquely positions me to contribute to projects that demand precision, consistency, and an understanding of real-world AI training data.

Labeling Experience

Education

Work History