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Nistha Golani

Nistha Golani

Legal Analyst - Arbitration & Employment Records

India flagAhmedabad, India
$5.00/hrIntermediateScale AI

Key Skills

Software

Scale AIScale AI

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
TextText
VideoVideo

Top Task Types

Data Collection
Prompt Response Writing SFT
Question Answering
Text Summarization

Freelancer Overview

I am a detail-oriented professional with hands-on experience in AI training data, data labeling, and annotation, particularly in natural language processing. My background as a legal intern and AI Training Specialist has equipped me with a sharp eye for identifying subtle errors in complex texts and images, ensuring high-quality and accurate outputs. I have worked extensively with RLHF (Reinforcement Learning from Human Feedback), where I audited and corrected AI-generated content for linguistic nuance, grammar, and natural flow, providing "gold standard" data for model improvement. My expertise includes reviewing legal documents, charts, and technical screenshots, extracting precise information, and delivering clear, standalone corrections. I thrive in high-precision, deadline-driven environments and am committed to maintaining 100% accuracy in all data annotation and quality assurance tasks.

IntermediateHindiEnglishSpanish

Labeling Experience

Scale AI

Linguistic Trainer

Scale AITextQuestion Answering
During my tenure at Outlier, I served as a Linguistic Specialist focused on the optimization of Large Language Models through Reinforcement Learning from Human Feedback (RLHF). I conducted high-level audits of AI-generated content to ensure C1-level English fluency, correcting grammatical nuances and refining model outputs to achieve a more natural, human-like cadence. My work involved synthesizing complex visual and textual data to provide "gold standard" responses, specifically bridging the gap between English and native language nuances to eliminate model hallucinations and improve cross-lingual accuracy. By applying rigorous analytical standards to high-volume data sets, I played a key role in calibrating model performance for both linguistic precision and factual reliability.

During my tenure at Outlier, I served as a Linguistic Specialist focused on the optimization of Large Language Models through Reinforcement Learning from Human Feedback (RLHF). I conducted high-level audits of AI-generated content to ensure C1-level English fluency, correcting grammatical nuances and refining model outputs to achieve a more natural, human-like cadence. My work involved synthesizing complex visual and textual data to provide "gold standard" responses, specifically bridging the gap between English and native language nuances to eliminate model hallucinations and improve cross-lingual accuracy. By applying rigorous analytical standards to high-volume data sets, I played a key role in calibrating model performance for both linguistic precision and factual reliability.

2023 - 2024

Education

I

Institute of Law, Nirma University

Bachelor of Arts and Bachelor of Law, Law

Bachelor of Arts and Bachelor of Law
2022 - 2025

Work History

K

Kesar Dass B. & Associates

Legal Intern

New Delhi
2025 - 2025