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Utkarsh Saha

@utkarshsaha1

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AI Content Specialist evaluating and auditing AI outputs to improve factuality, clarity, and training alignment.

India

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What I'm looking for

I’m looking for a role where I can evaluate and audit AI responses with structured QA, fact verification, and preference ranking—helping teams build safer, more reliable multilingual models.

I’m an India-based AI Content Specialist with hands-on experience evaluating 500+ AI responses across reasoning, coding, and multilingual datasets. I focus on fact verification, hallucination detection, and structured auditing to ensure outputs meet quality and guideline standards.

In my current role, I audit model outputs for factual accuracy, clarity, tone, completeness, and adherence to instructions. I maintain 95 to 98% QA accuracy through disciplined review, comparing response strengths and improvement areas to support high-quality human evaluation data and RLHF cycles.

Before specializing in AI evaluation, I built an engineering foundation through my B.Tech background in Electronics & Communication Engineering. Earlier, as a Java Development Intern, I developed concurrent attendance and banking management systems using OOP and multithreading, including encryption/decryption utilities—work that strengthened my attention to edge cases and algorithmic logic review.

Experience

Work history, roles, and key accomplishments

Current

AI Content Specialist

Current

Dataannotation.tech

Aug 2025 - Present (10 months)

Evaluated 500+ AI responses across reasoning, coding, and multilingual datasets to improve training alignment, auditing outputs for factual accuracy, clarity, tone, completeness, and guideline adherence. Maintained 95–98% QA accuracy using hallucination detection and structured fact verification to support high-quality evaluation data for RLHF cycles.

AI Response Evaluation Verification Hallucination Detection Audit Structures Preference Ranking Multilingual Dataset Review Technical Writing & QA

Java Development Intern

Cognifyz Technologies

Oct 2024 - Nov 2024 (1 month)

Built concurrent Java Attendance and Banking Management systems using OOP and multithreading, improving transaction concurrency through structured logic review and algorithmic problem solving. Implemented encryption/decryption utilities and developed password validation tools to strengthen secure file handling and edge-case validation.

Java Development OOP Multithreading Concurrent Encryption Password Validation SQL REST API Logic Review

Education

Degrees, certifications, and relevant coursework

Camellia Institute of Technology

Bachelor of Technology (B.Tech), Electronics & Communication Engineering

Completed a B.Tech in Electronics & Communication Engineering in 2023. Built an engineering foundation supporting structured analytical thinking and technical review.

Siliguri Government Polytechnic

Diploma, Electronics & Telecommunication Engineering

Completed a Diploma in Electronics & Telecommunication Engineering in 2020. Developed technical fundamentals relevant to systems thinking, accuracy, and disciplined evaluation.