Rayan P.

Key Skills

Software

Appen

CloudFactory

Clickworker

Top Subject Matter

Legal/Language processing for NLP and AI engagement evaluation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Image

Top Task Types

Fine-tuning

Freelancer Overview

AI Trainer & NLP Consultant — Contract, Remote (AI training and NLP improvements). Brings 12+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Master of Arts, Columbia University (2017) and Bachelor of Arts, Syracuse University (2009). AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

Labeling Experience

AI Trainer & NLP Consultant — Contract, Remote (AI training and NLP improvements)

TextFine-tuning

Provided AI training focused on improving NLP language processing and overall model responsiveness through dataset and algorithm development. Collaborated with developers to implement NLP improvements and evaluate AI outputs for alignment with industry standards. Applied content expertise to fine-tune engagement metrics for different audience needs. • Developed or curated training datasets for NLP tasks. • Conducted rigorous testing and output evaluation. • Tuned models/algorithms to improve responsiveness and language processing. • Used engagement metrics to guide fine-tuning decisions.

2023 - Present

Education

Work History