Nicole F.

Key Skills

Software

Data Annotation Tech

Micro1

Mercor

Top Subject Matter

Sales and Marketing

Process Documentation

ERP Implimentation

Top Data Types

Text

Document

Image

Top Task Types

Classification

RLHF

Evaluation/Rating

Data Collection

Freelancer Overview

I have hands-on experience in AI training data, data annotation, and model evaluation through platforms such as Micro1, Handshake AI, CrowdGen and DataAnnotation. In these roles, I assess AI-generated responses for accuracy, completeness, reasoning quality, adherence to instructions, tone, and alignment with established rubrics. My responsibilities include reviewing outputs, identifying hallucinations and omissions, applying evaluation criteria consistently, and delivering clear, actionable feedback to improve model performance. I am highly comfortable working within detailed guidelines, navigating edge cases, and exercising sound judgment in tasks that require nuance and precision. What distinguishes me is my strong background in senior business operations, sales, ERP systems, and process improvement. I bring practical, real-world experience in evaluating whether AI outputs are not only technically accurate but also logical, effective, and relevant in a business context. Throughout my career, I have led cross-functional teams, developed standard operating procedures, supported ERP and CRM implementations, improved data quality and governance, and built reporting dashboards. This combination of operational expertise and analytical rigor enables me to contribute meaningful value to AI training projects involving business workflows, operations, sales, finance, customer service, and process documentation.

Labeling Experience

HandShake AI

ImageEvaluation/Rating

AI Guru. Images, Image to text, video to text.,

2026 - Present

Education

Work History