Jennifer Rose

Safety Red-Teamer @ Mercor

About

Jennifer Rose Analytical Professional | AI & Content Quality Specialist | Strategic Communicator 📍 Camden, Maine | 🔗 linkedin.com/in/jennifer-rose-ai-specialist About I am an analytical specialist with over 11 years of experience evaluating, refining, and communicating complex information. My career began in public involvement and environmental planning, where I translated technical data into accessible public materials and ensured stakeholder trust through rigorous documentation. Today, I apply that same precision to the world of AI. I work on advanced training initiatives, evaluating AI-generated content for accuracy, clarity, safety, and human-centric appropriateness. My focus is on the "cerebral" side of AI: ensuring outputs are not just factually correct, but also contextually sound, psychologically attuned, and genuinely helpful. I thrive at the intersection of critical thinking and clear communication—whether I'm building a rubric to assess AI outputs, synthesizing stakeholder feedback into a public plan, or ensuring a business document meets high standards of professionalism. What I Do: ✅ AI Output Evaluation & Training: Assess LLM-generated text for factual correctness, logical consistency, safety, and tone using structured rubrics. ✅ Quality Assurance & Analysis: Identify patterns, edge cases, and areas for improvement in AI behavior and business documents. ✅ Strategic Communication: Translate complex concepts into clear, actionable insights for both technical and non-technical audiences. ✅ Process & Documentation: Develop systems for tracking, verifying, and ensuring the integrity of information. Currently Exploring: Opportunities in AI Content Quality, Conversational AI Design, Human-AI Interaction, and Quality Assurance—roles where my analytical mindset and evaluative skills can help shape responsible, effective, and human-centered AI tools. Let's connect if you're working on: AI training, evaluation, or content quality UX for AI, conversational design, or tone/safety guidelines Quality assurance, analytical operations, or technical communication

Country

United States

City

Camden

Industry

Computer Software

Skill

Critical Thinking, AI Red Teaming, Logical Evaluation, Data Intregrity, Qualitative & Quantitative Research Methodologies, GIS & Spatial Data Analysis, AI Safety & Red Teaming, Adversarial Testing, Spatial Planning, Research Skills, Environmental Planning, Report Writing, Technical Documentation, Strategic Communications, RLHF, Large Language Models (LLM), Natural Language Models (NLP), Content Moderation, Critical Reading, Information Synthesis

Experience

Safety Red-Teamer

Mercor

2026-3 - Present · 7 mos

Project Neon Origin - Phase II

Generalist Writer

Mercor

2026-3 - Present · 7 mos

Project Meereen

Digital Annotation Expert

Mercor

2025-11 - 2026-1 · 3 mos

Camden, Maine, United States

Execute high-complexity Supervised Fine-Tuning (SFT) tasks, focusing on humanities, ethics, and social science domains to improve model reasoning. Authored "Golden Responses" for advanced LLMs, ensuring 100% adherence to multi-layered system prompts, specific personas, and rigid formatting constraints. Analyzed AI-generated outputs for interpretive depth and argumentative structure, identifying logical fallacies, hallucinations, and failures in causal reasoning. Developed "Chain-of-Thought" (CoT) justifications to train models on how to synthesize abstract philosophical and historical concepts into structured explanations. Applied professional skepticism and adversarial logic to probe model safety guardrails and improve the accuracy of complex historical synthesis.

Staff Specialist

Burns & McDonnell

2016-3 - 2021-10 · 5 yrs 8 mos

Directed the synthesis of technical infrastructure data into high-quality interpretive materials for public and municipal stakeholders. Evaluated power dynamics and social variables within community landscapes to develop risk-mitigation communication strategies. Managed massive stakeholder databases with a focus on data integrity, ensuring that qualitative human feedback was accurately translated into quantitative reports. Drafted and edited complex technical documentation, performing rigorous quality assurance to maintain a consistent professional voice and logical flow. Served as a primary "Fact-Checker" for large-scale project developments, auditing reports against regulatory "Ground Truth" to ensure legal and factual compliance.

Environmental Planner

Akron Metropolitan Area Transportation Study

2010-5 - 2013-5 · 3 yrs 1 mo

Performed deep primary-source analysis, synthesizing historical archives, GIS data, and community records to forecast long-term urban and environmental shifts. Analyzed changes across time periods to connect historical zoning and transportation patterns to modern social dynamics and reform initiatives. Interpreted complex datasets to evaluate causal reasoning in urban growth, specifically focusing on the intersection of identity, policy, and infrastructure. Produced concise, well-structured research papers and institutional plans grounded in rigorous historiographical methodology. Bridged the gap between abstract planning theories and concrete historical examples to provide actionable insights for regional development.

Education

The University of Akron

M.A. in Geography (Spatial Data Focus)

2008 - 2010 · 2 yrs

• Ground Truth Establishment: Cross-referenced GIS shapefiles (accident history, road width, speed limits) with physical evidence from satellite imagery. • Spatial Data Analysis: Conducted primary research and comparative analysis to forecast infrastructure needs. • Research Rigor: Developed complex maps involving rigorous fact-checking of geographic and safety data.