Linda X.

Key Skills

Software

Other

Top Subject Matter

General AI/NLP

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Classification

Text Generation

Question Answering

Text Summarization

Transcription

Data Collection

Evaluation/Rating

Entity (NER) Classification

Polyline

Cuboid

Object Detection

Function Calling

Prompt + Response Writing (SFT)

Computer Programming/Coding

Red Teaming

Fine-tuning

RLHF

Point/Key Point

Segmentation

Polygon

Bounding Box

Freelancer Overview

AI Data Evaluation Contractor – Handshake AI. Brings 15+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Doctor of Philosophy, University of the Cumberlands (2024) and Master of Science, Eastern University (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Evaluation Contractor – Handshake AI

OtherText

Evaluated AI-generated responses for accuracy, clarity, reasoning quality, and guideline alignment. Used structured frameworks to assess model responses and provided written feedback for model improvement. Assessed outputs based on accuracy, completeness, and alignment with user intent.• Reviewed side-by-side AI outputs and documented quality differences • Leveraged detailed written justifications to support model refinement • Applied strong domain expertise to evaluate reasoning quality • Followed provided guidelines and evaluation metrics throughout the contract period

2026 - 2026

Education

Work History