Jer Hayes

Jer Hayes

Ireland
720 followers 500+ connections

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About

Research manager / Data Scientist with a broad range of research and development…

Activity

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Experience

  • Accenture Graphic

    Accenture

    Dublin, Leinster, Ireland

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    Dublin

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    Dublin, Ireland

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Education

Patents

  • Generating a ranked list of best fitting place names

    Filed US US20180246906A1

    A method of updating a plurality of databases storing place names includes collecting first, second and third coordinates of addresses including a first, a second and a third place name, respectively, clustering the first, second and third coordinates in a first, a second and a third cluster, respectively, obtaining a base address including the first place name and having base coordinates, assessing the best fit of the base coordinates to the first, second, and third clusters, and based on the…

    A method of updating a plurality of databases storing place names includes collecting first, second and third coordinates of addresses including a first, a second and a third place name, respectively, clustering the first, second and third coordinates in a first, a second and a third cluster, respectively, obtaining a base address including the first place name and having base coordinates, assessing the best fit of the base coordinates to the first, second, and third clusters, and based on the two best fit clusters, identifying the second or third place name as an alias place name for the first place name. The method further includes obtaining alias addresses including the alias place name, fuzzy matching the base address to an alias address, and updating first and second databases by linking the alias address in the second database to the base address in the first database.

    See patent

  • Onboard management of movable asset for asset protection

    US 8,340,830

    Other inventors

Projects

  • Generative AI for drug discovery

    - Present

    Building models that generate new molecules and related protein interaction scores simultaneously. This allows for a better conditional generation of small molecules via the latent space of these models. #genai #generativeAI

  • Generative AI for data privacy

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    This was a project where Generative AI tools - which synthesised new business data that guaranteed privacy - was used to create synthetic datasets for sharing. #genai #generativeAI

  • AI tailored product development

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    An early application of Generative AI to the product formulation space.#genai #generativeAI

  • Visualization of "Big Data"

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    An example of using a simple visualization that gives a user insight into a whole dataset at various sequential points in time.

    Other creators
    • FRANCESCO CALABRESE
    • EMANUELE RAGNOLI
    See project

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