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Felicia Petrescu

Felicia Petrescu

LLM Evaluator & AI Prompt Analyst – Fluent in EN/RO, skilled in logic, tone

Romania flagPetrosani, Romania
$10.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

DocumentDocument
ImageImage
TextText

Top Task Types

Classification
Evaluation Rating
Prompt Response Writing SFT
Question Answering
Text Generation

Freelancer Overview

I specialize in evaluating and optimizing AI-generated text using GPT-4, with a focus on clarity, tone, factual accuracy, and intent alignment. My experience includes hands-on prompt testing, response comparison, and diagnosing issues like hallucination, vagueness, or tone mismatch. I am currently completing an educational eBook on how non-technical users can interact effectively with ChatGPT. Combined with 17 years of public communication experience, this background supports my ability to annotate, refine, and evaluate multilingual (EN/RO) content with attention to nuance, purpose, and user understanding. I work independently and thrive in asynchronous, task-oriented environments.

IntermediateFrenchEnglishRomanianHungarian

Labeling Experience

GPT-4 Prompt Testing and Response Evaluation (Personal Project)

OtherTextClassificationQuestion Answering
Ongoing personal project involving GPT-4 prompt testing, response evaluation, and multilingual content refinement. Tasks included analyzing factual accuracy, tone alignment, hallucination detection, and usability for non-technical users. Compared multiple outputs, refined prompt structure, and documented evaluation logic for use in an educational eBook. Focused on both Romanian and English outputs, with emphasis on clarity, intention, and user understanding.

Ongoing personal project involving GPT-4 prompt testing, response evaluation, and multilingual content refinement. Tasks included analyzing factual accuracy, tone alignment, hallucination detection, and usability for non-technical users. Compared multiple outputs, refined prompt structure, and documented evaluation logic for use in an educational eBook. Focused on both Romanian and English outputs, with emphasis on clarity, intention, and user understanding.

2024

Education

L

Lucian Blaga University Sibiu

Bachelor's Degree, Communication And Public Relations

Bachelor's Degree
2002 - 2006

Work History

S

Self-Employed

AI Content & Digital Publishing Specialist

N/A
2024 - Present
L

Local Public Administration

Public Relations Specialist

N/A
2008 - Present