Services

Modeling Roadmap

Are you afraid your computer vision project will turn into an endless stream of failed experiments? What if you had a clear strategy for implementation? My Modeling Roadmap is a strategic plan outlining the components you’ll need to make your computer vision project a success using best practices for your type of imagery and bringing in cutting-edge research where needed.

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Diagnostic

Is your computer vision project stuck? Are none of your experiments moving the needle? What could you do with some new approaches? My Diagnostic is the fastest path to getting you unstuck. New modeling ideas, alternative ways to analyze your data to reveal where the challenges are, and a prioritized list of next steps.

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Product Strategy

Are you struggling to set clear objectives for a computer vision product? Are you concerned about data quality and availability? How will you detect potential bias or other ethical concerns? Wondering how to integrate foundation models into your plan? Work with me on product strategy to define a vision that is feasible and clarify your roadmap.

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Our team was fortunate to work with Heather on a short-term project, where she was a critical contributor to establishing a framework for future studies.

Keith Wharton Ultivue, VP Medical Director

Working with Heather and Pixel Scientia Labs was a great choice for us because of her extensive experience in cancer detection, imaging, and machine learning. Based on this background and expertise, she was able to support the team as we worked to empower our imaging solutions through AI and machine learning.

Alan Kersey, CytoVeris, President & CEO

Heather’s knowledge of the current state of the art within the digital pathology field is second to none. Discussions of prior art enabled our team to focus on novel research and refine our current AI methodologies for clinical research.

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