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HORWATH  RACHEL MICHAELA

HORWATH RACHEL MICHAELA

AI Prompt Robustness Researcher | Symbolic Logic & Multilingual NLP

USA flagMuskego, Usa
$35.00/hrExpertAppenClickworkerCrowdsource

Key Skills

Software

AppenAppen
ClickworkerClickworker
CrowdSourceCrowdSource
Data Annotation TechData Annotation Tech
HiveMindHiveMind
LabelboxLabelbox
LabelImgLabelImg
Label StudioLabel Studio
MindriftMindrift
RemotasksRemotasks
SuperAnnotateSuperAnnotate
Surge AISurge AI
TolokaToloka
TelusTelus
Scale AIScale AI

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
Computer Code ProgrammingComputer Code Programming
TextText

Top Task Types

Audio Recording
Emotion Recognition
Evaluation Rating
Prompt Response Writing SFT
Translation Localization

Freelancer Overview

As a multilingual AI training specialist with a strong foundation in symbolic logic and prompt engineering, I have contributed to the development and evaluation of large language models (LLMs) across diverse linguistic and logical contexts. My work includes designing semantically robust prompts in multiple languages and utilizing evaluation metrics such as BLEU scores and logit tracking to assess model performance. In my role as a Dataset Curator at PromptX Collective, I created coding datasets with varying difficulty levels and multilingual prompt variants, developing scoring rubrics to track hallucination instances. My research assistantship at the Prompt Robustness Lab involved studying symbolic prompt injection and logic reversals, leading to a 31.7% improvement in paradox prompt failure detection. These experiences have honed my skills in enhancing AI consistency and robustness. Additionally, I have co-authored a submission on multilingual prompt robustness and contributed to datasets adopted in industry challenges. My commitment to AI education is evident through teaching over 100 students in logic-based AI bootcamps, emphasizing real-world applications of model prompts. With proficiency in languages such as Indonesian, Spanish, and Icelandic, and coding expertise in Python, C++, Rust, and JavaScript, I bring a comprehensive skill set to AI training and data labeling projects.

ExpertEnglishSpanishIcelandicIndonesian

Labeling Experience

No Data Labeling experience added

HORWATH R. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

H

Hellenic American University

Master of Business Administration - MBA, Management Information Systems ·, Master of Business Administration - MBA, Management Information Systems ·

Master of Business Administration - MBA, Management Information Systems ·
2024 - 2025

Work History

A

Alignerr

labelling

appleton
2024 - Present