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Jewel Debnath

Jewel Debnath

Independent AI Evaluator & Red Teaming Specialist

India flagKolkata, India
$25.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Financial LLM safety and compliance (Indian regulations)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Red TeamingRed Teaming

Freelancer Overview

Independent AI Evaluator & Red Teaming Specialist. Brings 15+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Engineering, North-Eastern Hill University (2009) and Certificate, N/A (2020). AI-training focus includes data types such as Text and labeling workflows including Red Teaming.

Entry LevelEnglishHindiAssameseBengali

Labeling Experience

Independent AI Evaluator & Red Teaming Specialist

OtherTextRed Teaming
I conducted adversarial prompt testing and performed comprehensive safety audits on financial large language model outputs. My responsibilities included labeling outputs as either 'Safe' or 'Critical Fail' according to 6-dimensional audit criteria. Reports were generated to differentiate lawful AI financial responses from non-compliant or risky outputs. • Audited LLM outputs for bias, legal, factual, and regulatory compliance • Labeled and classified text responses based on Indian financial safety guidelines • Utilized multi-turn adversarial strategies for robust safety assessment • Ensured model outputs aligned with institutional and legal risk boundaries.

I conducted adversarial prompt testing and performed comprehensive safety audits on financial large language model outputs. My responsibilities included labeling outputs as either 'Safe' or 'Critical Fail' according to 6-dimensional audit criteria. Reports were generated to differentiate lawful AI financial responses from non-compliant or risky outputs. • Audited LLM outputs for bias, legal, factual, and regulatory compliance • Labeled and classified text responses based on Indian financial safety guidelines • Utilized multi-turn adversarial strategies for robust safety assessment • Ensured model outputs aligned with institutional and legal risk boundaries.

2026 - Present

Education

U

UDEMY

Certificate, Data Science

Certificate
2019 - 2020
N

North-Eastern Hill University

Bachelor of Engineering, Electronics and Communication Engineering

Bachelor of Engineering
2005 - 2009

Work History

I

Indian Bank

Senior Branch Manager and Credit Underwriting SME

Kolkata
2020 - Present
A

Allahabad Bank

Manager

N/A
2012 - 2020