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K
Kelly F.

Kelly F.

Independent Contractor — AI Data Annotator & Analyst (RLHF, dialogue annotation, LLM evaluation, red-teaming)

USA flagMemphis, Usa

Key Skills

Software

Don't disclose

Top Subject Matter

LLM optimization and AI training data annotation (dialogue, sentiment/quality, entity extraction-related evaluation)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

RLHFRLHF
Question AnsweringQuestion Answering
Text GenerationText Generation
Text SummarizationText Summarization
Fine-tuningFine-tuning
Red TeamingRed Teaming
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Object DetectionObject Detection
Bounding BoxBounding Box

Freelancer Overview

Independent Contractor — AI Data Annotator & Analyst (RLHF, dialogue annotation, LLM evaluation, red-teaming). Brings 19+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Bachelor of Business Administration, Strayer University (2016) and Bachelor of Business Administration, Champlain College (2016). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

Independent Contractor — AI Data Annotator & Analyst (RLHF, dialogue annotation, LLM evaluation, red-teaming)

Don't discloseTextTextRLHFRLHF

Performed reinforcement learning from human feedback (RLHF) by ranking multiple AI-generated responses using strict truthfulness, utility, and harmlessness metrics. Annotated complex multi-turn dialogue datasets by applying linguistic and logical analysis to guide model outputs toward natural, helpful, and accurate conversation. Evaluated and iteratively refined large language model prompts and responses for quality, accuracy, alignment, and reduced hallucinations via external source cross-referencing. • Truthfulness/utility/harmlessness response ranking • Multi-turn dialogue annotation with linguistic/logical reasoning • Prompt and response grading plus revision for safety and factual precision • Adversarial prompt creation for red-teaming and robustness testing

2025 - Present

Education

C

Champlain College

Bachelor of Business Administration, Marketing

Bachelor of Business Administration
2016 - 2016

Work History

P

Progressive

Licensed Insurance Producer

N/A
2025 - Present
S

State Farm

Sales Manager and Licensed Insurance Producer

N/A
2024 - 2025