Kiona B.

Key Skills

Software

Labelbox

Label Studio

Micro1

Mindrift

OneForma

Remotasks

Roboflow

iMerit

Data Annotation Tech

CrowdSource

CloudFactory

Clickworker

Top Subject Matter

AI Safety, RLHF and Response Evaluation

Research, Analysis and AI Evaluation

Legal Research & Document Analysis

Top Data Types

Document

Text

Image

Top Task Types

Bounding Box

Segmentation

Classification

RLHF

Red Teaming

Transcription

Text Generation

Question Answering

Freelancer Overview

Automation Support Specialist in Contract Review, Compliance, and Legal Research. Brings 16+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Associate of Science, Ivy Tech Community College (2027) and SACA Industry 4.0 – Advanced Automation & Robotics Technology, Ivy Tech Community College (2024).

Labeling Experience

AI Trainer

TextRLHF

Supported LLM development through prompt engineering, response grading, and reinforcement learning feedback workflows. Analyzed AI-generated answers for coherence, helpfulness, reasoning depth, and factual correctness. Participated in projects requiring nuanced evaluation of complex prompts and multi-step reasoning outputs.

2025 - Present

Individual Contributor

TextRLHF

Worked on RLHF-based text annotation projects focused on improving large language model responses. Tasks included prompt evaluation, response ranking, rewriting unsafe or low-quality outputs, and checking instruction adherence. Reviewed conversational datasets for tone, accuracy, and factual consistency while following strict quality guidelines and annotation standards.

2024 - 2026

AI Data Specialist

TextText Generation

Completed AI training and evaluation tasks involving text classification, response scoring, and conversational analysis. Assessed outputs for clarity, relevance, accuracy, and adherence to project instructions. Collaborated within remote workflows to support the development and refinement of machine learning systems.

2023 - 2026

AI Data Annotator

TextRLHF

Contributed to AI model training projects involving response comparison, prompt creation, and detailed text labeling tasks. Evaluated outputs for reasoning quality, grammar, factual accuracy, and compliance with user instructions. Assisted in improving dataset quality by identifying inconsistencies and applying annotation guidelines across large-scale conversational datasets.

2023 - 2024

Education

Work History