Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Document

Medical Dicom

Text

Top Label Types

Classification

Computer Programming Coding

Data Collection

Entity Ner Classification

Evaluation Rating

Fine Tuning

Function Calling

Geocoding

Land Cover Classification

Prompt Response Writing SFT

Question Answering

Red Teaming

RLHF

Routing

Text Generation

Text Summarization

Transcription

Translation Localization

Freelancer Overview

I am a detail-oriented technical auditor and subject matter expert with a strong foundation in Mathematics, Physics, and Chemistry, and over 15 years of experience in core STEM domains. My work focuses on evaluating the factual accuracy and logic of AI and LLM outputs, particularly in STEM fields, by leveraging both deep academic knowledge and advanced technical tools. I have developed custom Python-based workflows and automated pipelines using SymPy, Jupyter Notebooks, and Linux to programmatically verify complex derivations, flag errors, and generate clear, mathematically typeset feedback for model fine-tuning. My experience includes designing robust data validation processes, fact-checking, code evaluation, and applying RLHF methodologies to improve AI training data quality. I am committed to delivering precise, high-quality data annotation and feedback to support the development of reliable AI systems.

Labeling Experience

Education

Work History