Florian Kuehnast

Key Skills

Software

Scale AI

Remotasks

Appen

Top Subject Matter

Large Language Models (LLMs) and AI safety

Prompt Engineering

Llms Domain Expertise

Top Data Types

Text

Video

Top Task Types

Red Teaming

Prompt Response Writing SFT

Freelancer Overview

AI Red Teaming Specialist. Brings 16+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI, Remotasks, and Isoftstone. Education includes Bachelor, University of Berlin (2012). AI-training focus includes data types such as Text and labeling workflows including Red Teaming, Prompt + Response Writing (SFT), and Evaluation.

Labeling Experience

AI Prompt Engineer

RemotasksTextPrompt Response Writing SFT

As a Prompt Engineer at Remotasks, I created and refined prompts to improve generative AI performance. I curated and labeled datasets for fine-tuning language models. My work involved analyzing AI outputs for quality and safety adherence. • Tailored prompts to specific quality and logic requirements • Labeled text responses for model training and fine-tuning • Evaluated generative outputs for relevance and accuracy • Collaborated with team on dataset improvements

As a Prompt Engineer at Remotasks, I created and refined prompts to improve generative AI performance. I curated and labeled datasets for fine-tuning language models. My work involved analyzing AI outputs for quality and safety adherence. • Tailored prompts to specific quality and logic requirements • Labeled text responses for model training and fine-tuning • Evaluated generative outputs for relevance and accuracy • Collaborated with team on dataset improvements

2023 - Present

AI Red Teaming Specialist

Scale AITextRed Teaming

As an AI Red Teaming Specialist at Scale AI, I performed adversarial testing to detect model vulnerabilities and biases. I developed advanced scenarios to evaluate the robustness and safety of large language models. My role contributed to RLHF processes for improving AI model alignment. • Designed purposeful adversarial attacks on LLMs to uncover weaknesses • Integrated feedback mechanisms from human labeling sessions • Documented model behaviors under various simulated threats • Enhanced LLM safety via iterative testing and analysis

As an AI Red Teaming Specialist at Scale AI, I performed adversarial testing to detect model vulnerabilities and biases. I developed advanced scenarios to evaluate the robustness and safety of large language models. My role contributed to RLHF processes for improving AI model alignment. • Designed purposeful adversarial attacks on LLMs to uncover weaknesses • Integrated feedback mechanisms from human labeling sessions • Documented model behaviors under various simulated threats • Enhanced LLM safety via iterative testing and analysis

2023 - Present

Social Media Evaluator and Consultant - Machine Learning

Text

At Isoftstone, I evaluated and labeled social media data to enhance machine learning algorithms. My work included rating the relevance and safety of user-generated content for AI model improvement. I contributed to dataset creation for social media analysis. • Labeled and rated text and multimedia content from social platforms • Identified content trends and flagged policy violations • Assisted in building high-quality datasets for ML training • Ensured consistent annotation quality through guideline adherence

At Isoftstone, I evaluated and labeled social media data to enhance machine learning algorithms. My work included rating the relevance and safety of user-generated content for AI model improvement. I contributed to dataset creation for social media analysis. • Labeled and rated text and multimedia content from social platforms • Identified content trends and flagged policy violations • Assisted in building high-quality datasets for ML training • Ensured consistent annotation quality through guideline adherence

2015 - 2019

Social Media Consultant

AppenText

As a Social Media Consultant at Appen, I performed annotation and evaluation tasks to train content recommendation systems. I reviewed and labeled user interactions to optimize ML-based social media campaigns. My responsibilities included dataset enrichment and feedback submission. • Analyzed user engagement for content ranking improvements • Labeled and rated diverse social media data assets • Tracked annotation accuracy based on evolving client standards • Supported data quality reviews for project compliance

As a Social Media Consultant at Appen, I performed annotation and evaluation tasks to train content recommendation systems. I reviewed and labeled user interactions to optimize ML-based social media campaigns. My responsibilities included dataset enrichment and feedback submission. • Analyzed user engagement for content ranking improvements • Labeled and rated diverse social media data assets • Tracked annotation accuracy based on evolving client standards • Supported data quality reviews for project compliance

2014 - 2019

Education

Work History