Freelancer

Key Skills

Software

AWS SageMaker

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Image

Audio

Top Task Types

Segmentation

Classification

Text Generation

Question Answering

Text Summarization

Computer Programming/Coding

Evaluation/Rating

Freelancer Overview

I have experience in AI evaluation and data-focused technical work through Project Hedgehog - Evals, where I reviewed AI model outputs across accuracy-focused tasks and assessed response quality, factuality, instruction-following, and reasoning. This work strengthened my ability to identify hallucinations, ambiguous responses, low-quality completions, and errors in model outputs while applying rubrics consistently and providing clear feedback. In addition to AI evaluation, I am pursuing a Bachelor’s in Data Science at the University of Minnesota and have hands-on technical experience with Python, SQL, JavaScript, React, Firebase, and data workflows. My past projects include migrating a manufacturing operations platform to Firebase/Firestore, building real-time production monitoring dashboards, integrating an AI-powered quality inspection tool, and developing Python scripts to improve workflow visualization. These experiences give me a strong combination of analytical judgment, technical understanding, attention to detail, and practical experience working with AI and data systems.

Labeling Experience

Project Hedgehog - AI Response Evaluator

ImageQuestion Answering

Evaluated AI model outputs across accuracy-focused tasks to improve response quality, factuality, and instruction-following. Reviewed prompts and completions using task-specific rubrics, identified hallucinations, reasoning errors, ambiguity, and low-quality responses, and provided structured feedback to support model improvement. This project strengthened my skills in AI training data review, rubric-based evaluation, attention to detail, written reasoning, and quality assurance for AI systems.

2026 - Present