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Genius Loci

Genius Loci

AI Data Evaluator | Technical & Content Systems Specialist

USA flagFlorida, Usa
$25.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Digital Content Generation and E-commerce
Automated Content Generation and Evaluation
Legal Services & Contract Review

Top Data Types

TextText
VideoVideo
DocumentDocument

Top Task Types

Data Collection
Function Calling
Evaluation Rating
Fine Tuning
Text Summarization
Question Answering
Text Generation
Classification

Freelancer Overview

My experience with AI training data comes from building and operating structured AI workflows rather than performing isolated labeling tasks. I’ve designed systems that generate, evaluate, and refine outputs across multiple formats (text, product content, and short-form video scripts) using tools like Claude and API-based pipelines. A key focus has been enforcing consistency and quality through structured prompts, JSON-based output formats, and deterministic workflows that reduce variability and ambiguity. This required ongoing evaluation of outputs for accuracy, coherence, and alignment with defined constraints—effectively mirroring the judgment and feedback loops used in high-quality training data pipelines. What sets me apart is the combination of technical systems thinking and practical evaluation at scale. I’ve built automation pipelines that transform single inputs into multiple validated outputs, while optimizing for efficiency (e.g., reducing redundant token usage and improving repeatability). My background in engineering and data analysis informs how I approach edge cases, ambiguity, and error handling, while my experience in content systems ensures outputs are not only correct, but useful and contextually appropriate. This blend allows me to approach AI training data not just as labeling, but as a structured process of improving model performance through precise evaluation and iteration.

IntermediateEnglish

Labeling Experience

AI Content Evaluation and Workflow Lead

Text
As Founder/Operator at Genius Loci, I designed and managed workflows to generate, evaluate, and refine AI outputs for various digital content formats. My responsibilities included evaluating the quality and accuracy of AI-generated video, written content, and product pages. I utilized structured, repeatable systems to ensure consistency and performance of generated outputs. • Oversaw end-to-end AI content evaluation using engagement metrics. • Built and iterated prompt-based systems for multi-format content. • Applied data-driven improvement for process optimization. • Assessed alignment with defined content constraints.

As Founder/Operator at Genius Loci, I designed and managed workflows to generate, evaluate, and refine AI outputs for various digital content formats. My responsibilities included evaluating the quality and accuracy of AI-generated video, written content, and product pages. I utilized structured, repeatable systems to ensure consistency and performance of generated outputs. • Oversaw end-to-end AI content evaluation using engagement metrics. • Built and iterated prompt-based systems for multi-format content. • Applied data-driven improvement for process optimization. • Assessed alignment with defined content constraints.

2024 - Present

AI Workflow & Content Evaluation Specialist

Text
As an independent AI Workflow & Automation Developer, I built and managed structured AI pipelines for multi-format content generation and evaluation. This included designing systems to optimize outputs and evaluating AI-generated content for quality and specification alignment. I developed frameworks for replicable content in various written and scripted formats. • Constructed pipelines for deterministic, scalable AI outputs. • Evaluated model performance and output accuracy. • Optimized for efficient prompting and token usage. • Ensured consistency with format and standardization requirements.

As an independent AI Workflow & Automation Developer, I built and managed structured AI pipelines for multi-format content generation and evaluation. This included designing systems to optimize outputs and evaluating AI-generated content for quality and specification alignment. I developed frameworks for replicable content in various written and scripted formats. • Constructed pipelines for deterministic, scalable AI outputs. • Evaluated model performance and output accuracy. • Optimized for efficient prompting and token usage. • Ensured consistency with format and standardization requirements.

2023 - Present

Education

P

Purdue University

Bachelor of Science, Mechanical Engineering

Bachelor of Science
2015 - 2019

Work History

G

Genius Loci

Founder and Operator

Florida
2024 - Present
F

Freelance

AI Workflow and Automation Developer

Florida
2023 - Present