Expertise & Services
Where Creative Vision Meets Strategic Execution
01.
Metadata & Information Systems
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Designing taxonomies, data structures, and classification tools that power scalable content platforms and AI systems. From tagging architecture to semantic alignment.
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02.
AI-Assisted Creative Tools
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Building intuitive, ethically grounded AI tools that enhance rather than replace human creativity. From dataset curation to feature design, these systems are developed with the creator in mind.
03.
Product & Operations Leadership
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Guiding early-stage teams through vision formation, roadmap strategy, and cross-functional execution. This work balances high-level architecture with hands-on coordination across disciplines.
04.
Reinforcement Learning Workflows
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Architecting feedback systems and evaluative frameworks for AI/ML teams using RLHF and other adaptive learning models. Special attention is given to human-in-the-loop processes and interpretability.
Creative & Product Stewardship
Creative and Product Stewardship is the practice of guiding both the conceptual and operational lifecycles of a product. It ensures that a creative vision stays intact while evolving into something practical, usable, and scalable.
This means working across disciplines and holding space for experimentation while aligning with user needs, business goals, and technological constraints. It means protecting the essence of an idea while adapting it to reality.
My expertise includes:
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Leading early product and creative development across AI, media, and digital tools
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Bridging design systems with metadata and content architecture
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Managing complexity from vision to iteration, without compromising integrity
Recommendations
"Taylor’s work ethic, passion for emerging technologies, and impressive ability to think outside the box would be an asset to any organization, and helped Netflix specifically through periods of rapid changes across the business.
To lead several initiatives and leave a tangible impact at a company like Netflix is a massive achievement, and during her time at Netflix, Taylor did exactly that. She contributed significant impact across our department, building a classification taxonomy for our Ads business from the ground up and setting the stage for the next era of the business."
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"In addition to being a versatile information scientist, Taylor is also a great business strategist. As a co-founder of several start ups, she helped clarify and give new direction to our product development vision, and profoundly influenced the architecture, documentation and user experience design of our tools and applications. She is also a lot of fun to work with!"
"Taylor specializes in identifying and implementing strategic solutions to organize absolute chaos. For our team, this manifested in developing systems to organize thousands of media assets, consolidating the tracking of digital rights, and navigating complex parameters to find open-source, visual elements to enhance our curriculum materials. She has the unique ability to conceptualize architectural frameworks for specialized data curation, and develop practical implementation methods for those lucky enough to work with her."