Aaron Ector

Key Skills

Software

Mindrift

Top Subject Matter

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Top Data Types

Audio

Document

Image

Text

Top Label Types

Text Generation

Text Summarization

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Transcription

Freelancer Overview

I am an experienced AI professional specializing in natural language processing, machine learning, and AI-driven content evaluation. My background includes leading teams in assessing and labeling AI-generated content at Google AI, where I developed robust evaluation frameworks and implemented automated screening tools that significantly improved efficiency and consistency. I have hands-on expertise with Python, Java, and TypeScript, and am skilled in using frameworks such as TensorFlow, PyTorch, and Hugging Face Transformers to build and refine data annotation and quality assessment systems. My work has contributed to open-source NLP libraries and resulted in multiple patents and publications on automated content evaluation. I am passionate about creating reliable, scalable processes for data labeling and annotation that drive the development of high-quality AI systems.

Labeling Experience

Senior AI Content Evaluator

MindriftTextText GenerationText Summarization

Lead a team of 5 evaluators assessing AI-generated content across multiple platforms. Developed proprietary evaluation frameworks specifically for measuring coherence, accuracy, and contextual relevance of LLM outputs. Engineered automated screening tools using Python and TypeScript that reduced evaluation cycle time by 40%.

Lead a team of 5 evaluators assessing AI-generated content across multiple platforms. Developed proprietary evaluation frameworks specifically for measuring coherence, accuracy, and contextual relevance of LLM outputs. Engineered automated screening tools using Python and TypeScript that reduced evaluation cycle time by 40%.

2020

Education

Work History